<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:georss='http://www.georss.org/georss' xmlns:gd='http://schemas.google.com/g/2005' xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-8519949</id><updated>2011-12-25T18:15:32.557-05:00</updated><title type='text'>Info Theory</title><subtitle type='html'>The Application of Information Theory to the Political and Social Problems of our Day.</subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default?max-results=100'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>27</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>100</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-8519949.post-3277694661637150210</id><published>2011-03-21T23:11:00.003-04:00</published><updated>2011-03-21T23:25:24.683-04:00</updated><title type='text'>A Response to Bruce Thorton</title><content type='html'>In his recent critique of the coalition intervention in Libya, Bruce Thorton raises a number of common misconceptions which he summarizes "... And our efforts to liberate oppressed Muslims will buy us their affection and support, further eroding the appeal of jihadism and making us more secure from terror."&lt;br /&gt;&lt;br /&gt;No, we do not intervene to save others from genocide in order to buy their affections. We intervene because we could not be who we aspire to be unless we did.&lt;br /&gt;&lt;br /&gt;This does not mean that others will behave as we do. But, as history does reveal, they in their turn aspire to be like us.&lt;br /&gt;&lt;br /&gt;We play a different game than the zero-sum game of many of our contemporaries. From the American ideal, nations were born and are being born. If truth be told, the virus of democracy spreading in the Arab lands was first released by the Americans as a Weapon of Mass Construction in Baghdad.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Savor your victory America.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-3277694661637150210?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='related' href='http://www.advancingafreesociety.org/2011/03/20/wishful-thinking/' title='A Response to Bruce Thorton'/><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/3277694661637150210/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=3277694661637150210&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/3277694661637150210'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/3277694661637150210'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2011/03/response-to-bruce-thorton.html' title='A Response to Bruce Thorton'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-9221429581077494582</id><published>2010-12-11T10:15:00.003-05:00</published><updated>2010-12-18T15:25:25.906-05:00</updated><title type='text'>Soldiers without Honor</title><content type='html'>&lt;a href="http://2.bp.blogspot.com/_yCIHjxA3IYo/TPKFSLzxycI/AAAAAAAAAB0/_lzeOjHcjrw/s1600/Raevsky_battery.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;width: 320px; height: 103px;" src="http://2.bp.blogspot.com/_yCIHjxA3IYo/TPKFSLzxycI/AAAAAAAAAB0/_lzeOjHcjrw/s320/Raevsky_battery.jpg" border="0" alt=""id="BLOGGER_PHOTO_ID_5544640638700603842" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;&lt;blockquote&gt;&lt;a href="http://www.americanrhetoric.com/speeches/douglasmacarthurthayeraward.html"&gt;Duty, Honor, Country&lt;/a&gt;: Those three hallowed words reverently dictate what you ought to be, what you can be, what you will be. They are your rallying points: to build courage when courage seems to fail; to regain faith when there seems to be little cause for faith; to create hope when hope becomes forlorn. -- &lt;i&gt;MacArthur at West Point&lt;/i&gt;&lt;/blockquote&gt; ... The motto of the United States Military Academy and the watchwords of the United States Army. We understand what duty and country mean, but what is honor? Is honor any different than pride? When honorable behavior is scarce in our civilian pursuits, why should the military adhere to a different code?&lt;br /&gt;&lt;br /&gt;Today, the US Armed Forces are posed with the &lt;a href="http://articles.cnn.com/2010-11-03/politics/dont.ask.dont.tell_1_repeal-lame-duck-session-republicans?_s=PM:POLITICS"&gt;question&lt;/a&gt; of whether or not to allow homosexuals and bisexuals to display their sexuality openly. The arguments for this innovation are along the lines that sexuality is an intrinsic property of the person, not a choice, and that service in the armed forces is a right, not a privilege.&lt;br /&gt;&lt;br /&gt;MacArthur continues:&lt;br /&gt;&lt;blockquote&gt;Let civilian voices argue the merits or demerits of our processes of government; whether our strength is being sapped by deficit financing, indulged in too long, by federal paternalism grown too mighty, by power groups grown too arrogant, by politics grown too corrupt, by crime grown too rampant, by morals grown too low, by taxes grown too high, by extremists grown too violent; whether our personal liberties are as thorough and complete as they should be. These great national problems are not for your professional participation or military solution. Your guidepost stands out like a ten-fold beacon in the night: Duty, Honor, Country.&lt;/blockquote&gt;&lt;br /&gt;As true today as in 1962. There is something eternal about the nature of war and of truth. Within the life and death struggle, there is a primal human invariant that either bends towards the bad or for the good. However, our civilian pursuits are much more vicarious. As technology marches along and urbanization increasingly becomes a global phenomenon, we are prone to think that man has changed as well regardless of the repeated lessons of recent conflicts.&lt;br /&gt;&lt;br /&gt;MacArthur did not need to define the motto to the cadets. He knew that they each had a good understanding of its meaning. Duty is the obligation to the country that the soldier accepts for himself, honor is his integrity to keep that commitment, and country is the land, the people, and the ideals that are safeguarded and given life by the sacrifice of the soldier. But today, honor is considered by many to be a relic of the past--easily confused with baser things. In large, our society does not understand the meaning of the word.  &lt;br /&gt;&lt;br /&gt;Perhaps, before we take up the enigma of honor in earnest, it would be wise to revisit the questions of how women and minorities have been integrated into the US Armed Forces. A survey of the Army would find that minorities are &lt;a href="http://www.usatoday.com/news/nation/2003-01-20-army-race-usat-_x.htm"&gt;disproportionately&lt;/a&gt; represented in the combat service support units as opposed to the combat arms.&lt;br /&gt;&lt;br /&gt;Are the &lt;a href="http://www.carlisle.army.mil/usawc/parameters/Articles/1989/1989%20hooker.pdf"&gt;promotion&lt;/a&gt; guidelines blind to race and gender?&lt;br /&gt;&lt;br /&gt;Why? What is wrong with our model of imposed egalitarianism? Is there something that we forgot?&lt;br /&gt;&lt;br /&gt;If we cannot answer these questions satisfactory, then are we putting the conclusion ahead of the premise in regard to the question of sexuality?&lt;br /&gt;&lt;br /&gt;Is human nature an anachronism? Has our ignorance of the meaning of honor obscured its importance? Most importantly, can our democracy rely on soldiers without honor?&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;+++++++++++++++++++++++++++++++++++++++++++++++++++++++++&lt;br /&gt;UPDATE: 18 Dec&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Letter of Resignation to the Branch Chief of ARPERCEN (Military Intelligence)&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Please process my resignation. &lt;br /&gt;&lt;br /&gt;The reason why I served was out of a sense of duty to a country that is quite exceptional among countries. Indeed, that is still true. However, there must also be a strong component of honor in the service. The strength of that bond has been weakened by the recent Congressional decision to change the nature of the service.&lt;br /&gt;&lt;br /&gt;We are a country that has decided that there is no pressing need at this time for that dimension of service that brings the ordinary into the heroic and through which we have won our greatest victories as history has shown. Alternatively, poor character and lack of integrity has lead to the recent phenomenal security lapses, the slaughter of our troops at Ft. Hood by a known traitor, and battlefield losses that we have been too remiss to attribute honestly. I have seen the results myself in Iraq of putting politics above mission. It has always been for the worse. &lt;br /&gt;&lt;br /&gt;At times in the course of events it is necessary for the leader to take a moral stand and by his actions demonstrate a willingness to sacrifice for that which he asks his subordinates to follow. We lead by moral persuasion--not by dictate. No punishment will force a unit to hold a line against withering fire--only the stronger bonds that are forged by example. This environment in which we can build those bonds is by this recent action being swept away. I doubt strongly that a leader can stand with much credibility as he simultaneously guards the myriad of moral inconsistencies within his command that always follow when we replace the rule of insisting on conduct for the good of the whole with special privileges and prerogatives based on race, gender, and now sexual proclivity. He might administer, but he cannot lead. Our mission demands leadership as we have seen time and again in the recent wars.&lt;br /&gt;&lt;br /&gt;We call the faithful service of duty, honor. Duty is not defined by the whim of the superior as we ourselves reminded the defeated Nazis. Duty serves a higher cause as it must for our country to be safeguarded against depravities such as My Lai and Abu Ghraib. The leader swears an oath to the Constitution because he brings to the relationship his own free will. Our entire government is based upon this principle. &lt;br /&gt;&lt;br /&gt;In such a time and in such a condition, it is immoral for the leader to sit idly by. A decision has been forced. The Congress has made a horrible mistake. Let them know from my example that they are jeopardizing much more than what is wise and for no good purpose than to appease those that place their own peccadilloes above service. It is a blunder that will cost lives and jeopardize the mission. Silence condones malfeasance.&lt;br /&gt;&lt;br /&gt;Process my resignation.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Paul Deignan&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-9221429581077494582?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/9221429581077494582/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=9221429581077494582&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/9221429581077494582'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/9221429581077494582'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2010/11/soldiers-without-honor.html' title='Soldiers without Honor'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://2.bp.blogspot.com/_yCIHjxA3IYo/TPKFSLzxycI/AAAAAAAAAB0/_lzeOjHcjrw/s72-c/Raevsky_battery.jpg' height='72' width='72'/><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-4502749613206734392</id><published>2010-10-17T17:14:00.009-04:00</published><updated>2010-11-22T08:34:04.782-05:00</updated><title type='text'>Between Want and Thought: Choosing our Religion</title><content type='html'>There are three main streams in religious thought developing in the globalized world: Atheism, Judeo-Christianity, and Islam. Each is differentiated from the others by a fundamental principle of philosophy.&lt;br /&gt;&lt;br /&gt;Atheism asserts that while human existence may be of greater dimensionality than that which we directly perceive, there is no basis for a belief in an extra-dimensional organizing being. Whatever organization appears to the human is the result of chance being propagated in an immensely complex universe. As such our lives are only meaningful to the extent that we believe they are meaningful. There is no objective reference to infer a purpose of existence.&lt;br /&gt;&lt;br /&gt;The moral code of public Atheism is utilitarianism. The private moral code of the Atheist is a path calculation for the satisfaction of want. Thus, when the Atheist finds himself unable to convince others to act according to his wants, it is seen as a fault in not being more clever in his manipulations. The information campaign that accompanies the path planning of the Atheist is necessarily deceptive since otherwise, the achievement of the most good for the most people would at some point act against the private interests of the Atheist.&lt;br /&gt;&lt;br /&gt;If, however, we assert the existence of an organizing being beyond our direct human perception it seems natural to conclude that our existence is given context and meaning in respect to this unitary being and that within that context our own human activity can be organized. The primary differentiation between Theism and Atheism among most people is decided by their need to rationalize the observed discrepancy between their intelligent existence and the inability of man to give meaning to that existence within the space of their perceived world. While the Atheist may accept the concept of human will, the Theist is able to accept that will can be free. It is therefore rational for the Theist to believe in moral responsibility as a coherent public and private code whereas this coherence would make no sense to the Atheist.&lt;br /&gt;&lt;br /&gt;Between the two major Theist religions, there is a choice in moral code regarding causality. Should thought follow action or action follow thought? This choice defines the present distinction between the main lines of Islamic and Judeo-Christian thought.&lt;br /&gt;&lt;br /&gt;For the Muslim, the moral code is distilled to a number of actions that are directed by the organizing entity. The objective of the individual is to comply with those directives and to compel others to comply. Proper action leads to proper thought. In this paradigm, the human thought is noncausal. It exists in order to perceive the actions that must be accomplished. Free will is only free to the degree that a choice exists between subservience and insubordination to the organizing being. Thus, awareness of the moral code is transmitted by revelation without the ability to judge the validity of that revelation. In all practicality, the revelation is a product of the coincident will of the most forceful elements of the adherents to enforce a doctrine.&lt;br /&gt;&lt;br /&gt;For the Judeo-Christian, thought precedes action. The validity of the revelation is judged by human experience and reason. Hence it is a greater heresy for the Judeo-Christian to believe incorrectly than to act incorrectly. Free will also carries with it the freedom to believe inconsistencies. For the Judeo-Christian, the moral code emanates from thought and is transmitted through reason and mutual inspiration.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Our clash or civilizations between these three fundamental lines of thought will determine the future of our world and will be felt thoughout this next century in ripples of action-thought-reaction. Our success in managing the damage of these tidal waves of human thought will depend on our willingness and ability to understand and respect the nature of the differences.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-4502749613206734392?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/4502749613206734392/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=4502749613206734392&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/4502749613206734392'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/4502749613206734392'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2010/10/between-want-and-thought-religion.html' title='Between Want and Thought: Choosing our Religion'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-7705584358404389209</id><published>2009-01-16T08:00:00.000-05:00</published><updated>2009-01-23T07:44:54.336-05:00</updated><title type='text'>Compressive/Compressed Sensing/Sampling</title><content type='html'>So which is it?&lt;br /&gt;&lt;br /&gt;Let me suggest that "Compressive" is the term we want to use rather than "Compressed". If something is already compressed, why should we bother with it unless we wanted to lift it back into its ambient space? When we sense or sample, we want to reduce dimensionality, thus "Compressive" is a more proper term.&lt;br /&gt;&lt;br /&gt;Secondly, there should be a distinction between "Sampling" and "Sensing". When we sense, it is from an environment that is irreversibly changing. When we sample, it is from a population that is for the purposes of the experiment, static in some respect. So, "Compressive Sensing" is what we do when we convert measurements from a dynamic environment to information. "Compressive Sampling" is what we do when we down convert a statics set such as a previously captured image ordered set of pixels.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-7705584358404389209?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/7705584358404389209/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=7705584358404389209&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/7705584358404389209'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/7705584358404389209'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2009/01/compressivecompressed-sensingsampling.html' title='Compressive/Compressed Sensing/Sampling'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113337661630866110</id><published>2005-11-30T13:49:00.001-05:00</published><updated>2008-12-25T19:34:16.998-05:00</updated><title type='text'>Scales and Perception</title><content type='html'>&lt;blockquote&gt;&lt;span style="font-style:italic;"&gt;Character is like a tree and reputation like its shadow. The shadow is what we think of it; the tree is the real thing.                   --Lincoln&lt;/span&gt;&lt;/blockquote&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/meaning.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/meaning.jpg" border="0" alt="" /&gt;&lt;/a&gt; This painting is &lt;i&gt;Lavender Mist&lt;/i&gt; by Jackson Pollock. One approach to understanding it is given by &lt;a href="http://www.harley.com/art/abstract-art/"&gt;Harley Hahn&lt;/a&gt; who describes how &lt;i&gt;Lavender Mist&lt;/i&gt; leverages our subconscious to inspire a range of feelings and thoughts that spring from its suggestive colors and composition. &lt;br /&gt;&lt;br /&gt;If we saw this very same painting on the floor-covering canvas of a room in the process of being repainted, we would think not much of it. Instead, it is thrust upon us by Pollock and so we focus our attention on it. Like walking past a dull mirror, we are allowed to see in it what we might see. We stop and we are transfixed. Perhaps the colors and patterns bring to mind struggle and hope, potential and confusion, or some other complex combination of feelings and thoughts. Whatever meaning &lt;i&gt;Lavender Mist&lt;/i&gt; has, it is clearly subjective. &lt;br /&gt;&lt;br /&gt;If we hadn't known that Pollock was an established artist we would not have been able to guess so from this painting. There is no critical agreement by experts or any other significant subset of viewers as to the meaning of &lt;i&gt;Lavender Mist&lt;/i&gt;, but one thing is clear: when viewed from less than five inches or beyond 50 feet, it is nondescript. Whatever structure it has, &lt;i&gt;Lavender Mist&lt;/i&gt; is meaningful only within a small slice of a distance dimension. Even abstract projections of the visual information of the painting at cognitive distances outside a limited range end in the amorphous. No matter how moved we may feel by &lt;i&gt;Lavender Mist&lt;/i&gt; when seen from five feet, the range of meaning of this painting is strictly bounded. Sometimes a drip is &lt;a href="http://galileo.math.siu.edu/~msulliva/Art/eye.html"&gt;just a drip&lt;/a&gt;. Yet, there is something that we recognize as "truth" in our consideration of the painting. It can be evocative as well as provocative.&lt;br /&gt;&lt;br /&gt;But people think and feel characteristically in different ways. Freud suggested a &lt;a href="http://allpsych.com/personalitysynopsis/drives.html"&gt;psychoanalytic model&lt;/a&gt; that seems to be of some applicability here. The Id type of thinking was recognized by &lt;a href="http://www.theperfectworld.us/thread.php?id=1363&amp;postNum=326"&gt;R-Doh&lt;/a&gt; who observes the debate and remarks: &lt;blockquote&gt;How disgusting. Obviously, Bitch can't think:&lt;br /&gt;&lt;br /&gt;“What’s interesting is that you’re trying to frame this debate around the ‘personhood’ of a fetus, while completely overlooking the personhood of women.”&lt;br /&gt;&lt;br /&gt;Let's see. I know I've analyzed this kind of behavior before. What could it be? Where could it be?&lt;br /&gt;&lt;br /&gt;Hmm.&lt;br /&gt;&lt;br /&gt;Oh, yeah! &lt;a href="http://en.wikipedia.org/wiki/Triune_brain"&gt;Limbic dominated thinking&lt;/a&gt;.&lt;/blockquote&gt; &lt;a href="http://bitchphd.blogspot.com/2005/11/hopefully-end-to-deignan-controversy.html"&gt;Perception&lt;/a&gt; on this scale is instinctual, not factual.&lt;br /&gt; &lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/chaos.1.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/chaos.1.png" border="0" alt="" /&gt;&lt;/a&gt;Now consider an image of the Mandlebrot set generated by the program &lt;a href="http://www.th-soft.com/e_wincig.htm"&gt;WinCIG&lt;/a&gt;. We can recognize self-similar structures at different scales and amazing meta relations. While we can use the program to infinitely explore scales and discover an amazing variety of apparent complexity, the information throughout the entire range of scales is finite. In fact, the essential information can be related in a single mathematical formula. There seems to be "truth" in this graphic as well. This truth is objective. &lt;br /&gt;&lt;br /&gt;These two graphics are related in that they are presented on a computer screen with a finite number of bits per pixel and a finite number of pixels. The information of both is compatible, appreciable, and quantifiable. The information from one can be communicated to the other by a bijective mapping of pixels--a set of rules for communication within limits of modern technology. Rather than a bit to bit mapping, we communicate information using encodings that are lossy, of certain robustness to transmission errors, and may or may not be decoded faithfully. In both cases we choose the source encoding and ultimate embedding of the information at the receiver. This ability to choose is the shared mystery of Pollock and Mandlebrot.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113337661630866110?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113337661630866110/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113337661630866110&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113337661630866110'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113337661630866110'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/scales-and-perception.html' title='Scales and Perception'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113252093696368484</id><published>2005-11-20T16:05:00.000-05:00</published><updated>2005-12-09T18:00:25.726-05:00</updated><title type='text'>Hettle Settles</title><content type='html'>The libel laws are like the baffles of a ship's bilge. The bilge water is free to slosh around over the baffle, but a certain amount is retained to keep the ship aright and balanced. We do not prosecute opinions or small insults, but we do not either allow destructive lies to go totally unchecked.&lt;br /&gt;&lt;br /&gt;The internet is a very large ship. These ships can sustain a great deal of bilge water and still remain afloat. However, like the &lt;i&gt;Titanic&lt;/i&gt;, all ships have their limits and like all cargo carrying ships, the greater the bilge the lesser the cargo.&lt;br /&gt;&lt;br /&gt;Baffles also allow bilge water from local leaks to be easily expelled by the bilge pumps. And like a baffle, the libel laws are only as effective as their least reach.&lt;br /&gt;&lt;br /&gt;No one likes working in the bilge. Bilge maintenance must be done--infrequently, but it is necessary.&lt;br /&gt;&lt;br /&gt;One the two issues of concern was settled to my satisfaction this Friday afternoon. We have agreed not to post his letter of retraction. What remains are simple retractions and corrections to material published by the other libellant. So far, there has not been tangible progress on that front.&lt;br /&gt;&lt;br /&gt;BTW, I just noticed that Blogger is attempting to self-regulate with the flag feature (up at the top right). In keeping with the Google &lt;a href="http://www.google.com/corporate/tenthings.html"&gt;philosophy&lt;/a&gt;--a philosophy I share--if you agree that the information posted was &lt;a href="http://info-theory.blogspot.com/2005/11/case-for-libel.html"&gt;libelous&lt;/a&gt;, please consider flagging the &lt;a href="http://bitchphd.blogspot.com/"&gt;site&lt;/a&gt;.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113252093696368484?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113252093696368484/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113252093696368484&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113252093696368484'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113252093696368484'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/hettle-settles.html' title='Hettle Settles'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113216003280237171</id><published>2005-11-16T11:44:00.000-05:00</published><updated>2005-12-23T20:02:36.380-05:00</updated><title type='text'>Thoughts on the Forbes Article</title><content type='html'>As timely as ever, Forbes just published a cover article entitled, "&lt;a href="http://forbes.com/home/forbes/2005/1114/128.html"&gt;Attack of the Blogs&lt;/a&gt;" in which the author ravages the irresponsibility of some bloggers and presents suggestions on what to do in the case of cyberlibel.&lt;br /&gt;&lt;br /&gt;These suggestions include exposing the libellants, using blogs to fight blogs, and lawsuits. Check, check, check.&lt;br /&gt;&lt;br /&gt;As for assessing damages, I would like to also add the suggestion of tracing down links to all related sites that peddle in libel. After a subpeona of their Blogad, Paypal, and GoogleAd revenues and receipts, use those totals to assess the baseline economic damages. Perhaps &lt;a href="http://www.becker-posner-blog.com/"&gt;Posner&lt;/a&gt; would also agree. Obviously, libel has been good for the libellant's "business".&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/business.1.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer;" src="http://photos1.blogger.com/blogger/956/582/320/business.1.jpg" alt="" border="0" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;In line with the recommendations of the article, here is a map of the Toronto area.&lt;br /&gt;&lt;br /&gt;&lt;a href="http://photos1.blogger.com/blogger/956/582/1600/toronto.0.jpg"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer;" src="http://photos1.blogger.com/blogger/956/582/320/toronto.0.jpg" alt="" border="0" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;Universities in the area with graduate programs in the humanities:&lt;br /&gt;&lt;a href="http://www.brocku.ca/"&gt;Brock University&lt;/a&gt;&lt;br /&gt;&lt;a href="http://www.mcmaster.ca/"&gt;McMaster University&lt;/a&gt;&lt;br /&gt;&lt;a href="http://www.utoronto.ca/"&gt;University of Toronto&lt;/a&gt;&lt;br /&gt;&lt;a href="http://www.wlu.ca//"&gt;Wilfrid Laurier University&lt;/a&gt;&lt;br /&gt;&lt;a href="http://www.yorku.ca/yorkweb/"&gt;York University&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113216003280237171?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113216003280237171/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113216003280237171&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113216003280237171'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113216003280237171'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/thoughts-on-forbes-article.html' title='Thoughts on the Forbes Article'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113162871537104740</id><published>2005-11-10T07:13:00.000-05:00</published><updated>2005-12-15T03:42:50.596-05:00</updated><title type='text'>Comments and Errata on the Higher Ed Article</title><content type='html'>Yesterday, I was contacted and interviewed by phone by Rob Capriccioso who wrote the article, &lt;a href="http://insidehighered.com/news/2005/11/10/bloggers"&gt;Online Quicksand&lt;/a&gt;. His emphasis is on blogs in the way that people used to discuss the telegraph--as something arcane and exceptional from the normal idea of communication.&lt;br /&gt;&lt;br /&gt;The article is short so I'll comment by paragraph.&lt;blockquote&gt;Dissent is a way of life in the blogosphere; comments and barbs get traded, and feelings potentially hurt, every day. But one such discussion among three academics has escalated to the point that at least two of them have hired lawyers to try to resolve the dispute.&lt;/blockquote&gt;For my part we have only the perception of escalation due to waves of publicity. The initial libel compelled my publication (after a warning) in order to attach a defense to the false accusation. The defendants were shortly notified that legal action would be taken if there was no retraction and correction. While they have yet to correct they also have not supported the accusations in anyway to the best of my knowledge. The author seems concerned with personal feelings, but I am concerned with information and its aggregate consequences. &lt;blockquote&gt;Paul Deignan is a 41-year-old mechanical engineering Ph.D. candidate, with master’s degrees in math and mechanical engineering, a background in military intelligence and a wife and three kids.&lt;/blockquote&gt;I'm still 40 (we established this in the call) and I am completing the Masters in mathematics this semester.&lt;blockquote&gt;Since taking up writing his own blog, Info Theory, in September 2004, he’s blogged about nuclear annihilation, mutual information between random variables, and suicide bombing. He’s also noted that the M6805 Athlon-based notebook “may be upgraded to 2GB despite the product specs’ claim that 1.25GB is the limit.” In sum, as his site motto says, he likes to apply information theory to the political and social problems of our day.&lt;/blockquote&gt;Pape's suicide bombing thesis was analyzed since he had claimed to base his conclusions on a database. His data &lt;a href="http://info-theory.blogspot.com/2005/06/suicide-bombing-better-analysis.html"&gt;did not support&lt;/a&gt; the causal dependencies Pape claimed (linked by &lt;a href="http://www.realclearpolitics.com/Index/EU-Jul_05.html"&gt;RCP&lt;/a&gt;). Data analysis requires large amounts of memory, and nuclear &lt;a href="http://info-theory.blogspot.com/2004/09/reconsidering-our-annihilation.html"&gt;annihilation&lt;/a&gt; with proliferation is a classic game theory application here with an emphasis on the role of uncertainty.&lt;blockquote&gt;The blogger from Purdue University also writes with frequency on abortion (in his view, it’s wrong) and blogger etiquette (in his view, it’s complicated) — two seemingly unrelated topics. But in Deignan’s cyberworld, the two have collided in a unique way that may come to haunt his nine-year real-life journey toward a Ph.D.&lt;/blockquote&gt;I consider myself to be a researcher that has access to blog software, not as a blogger. Blogging is just a way to communicate and collect spare thoughts on an electronic dryerase board for comment with some chronological ordering. The post on "etiquette" was more to do with the capabilities of blogs in research and suggested &lt;a href="http://info-theory.blogspot.com/2005/08/suggested-protocol-for-blog.html"&gt;protocols&lt;/a&gt; that might increase efficiency, &lt;a href="http://info-theory.blogspot.com/2005/07/e-mail-management.html"&gt;e-mail management&lt;/a&gt;, and &lt;a href="http://info-theory.blogspot.com/2005/07/blogs-in-engineering-research.html"&gt;potential&lt;/a&gt; for engineering research. My “cyberworld” is simply this world, only now we may publish intermediate results and peripheral thoughts on a broader scope than in the past. That scope will not get any smaller in the future as this article itself testifies.&lt;blockquote&gt;On November 2, at 9:03 a.m., he posted a blog entry titled “Thinking Critically About Abortion,” which said, in part, that he believes that in “our democratic society … all persons have equal intrinsic rights,” and a “person is a person …when that person is alive.” He then asked his readers to comment on his ideas. His comment policy clearly states that he “will make a good faith attempt to reply to all substantive comments.… Comments are only deleted for administrative reasons (spam, etc.).”&lt;/blockquote&gt;A small correction: I had told Rob that this post was originally published much earlier and moved up at the suggestion of a reader in light of the Alito nomination in order to allow a possibility to pursue the topic further.&lt;blockquote&gt;Also that morning, he visited Bitch Ph.D.’s blog about academe and politics where, by that time, the anonymous blogger had written about her distaste for President Bush’s Supreme Court nominee, Samuel Alito Jr.&lt;/blockquote&gt;This was a follow up of invitation e-mail to revisit and expand on the initial discussion that she/he had participated (a common courtesy).&lt;br /&gt;&lt;blockquote&gt;By afternoon, Bitch Ph.D. had entered the discussion on Deignan’s blog: “What’s interesting is that you’re trying to frame this debate around the ‘personhood’ of a fetus, while completely overlooking the personhood of women,” she commented.&lt;br /&gt;&lt;br /&gt;Deignan soon responded to Bitch Ph.D. on his own site with a long comment that ended: “Now, note that your definition of sovereignty is actually anti-sovereignty. We are never sovereign if it is by permission of others that allow us to make decisions. Note also that a woman cannot spontaneously create life. She may only nurture preexistent life.”&lt;/blockquote&gt;These comments were from the initial discussion. The dates are preserved in the Haloscan thread. BPhD did not comment at that time although Site Meter indicated her visits. FWIW, the discussion of abortion on this site is consistent with the constitutional focus which is the fundamental rule framework of the society, i.e. structure.&lt;blockquote&gt;Then he posted a seemingly innocuous entry on the Bitch Ph.D. site: “Your linking talking points w/o analysis. Already I see several points that are exaggerated and misconstrued without even needing research…”&lt;br /&gt;&lt;br /&gt;Feeling that this comment and subsequent ones from Deignan did not qualify as “substantive debate,” she soon deleted his comments and banned him from her site. Her policy states, “Comments are great; obnoxious comments get deleted. Deal.”&lt;/blockquote&gt;The initial comments are still existent. Subsequent comments were not important and mainly had to do with offering BPhD technical pointers on filtering comments with Haloscan (the idea that one can "ban" is silly when one allows unregistered anonymous commenters. I was having a little fun with her over DHCP and subnet masks in line with the tone of repartee that befit the discussion). I don't nor should I care if my unsubstantive or trivial comments of this kind are deleted. It is only relevant if one tries then to characterize the deleted comments as something they are not.&lt;blockquote&gt;What might have ended there as an everyday online spat was only the beginning. A frequent visitor to the Bitch Ph.D. site, the University of Northern Iowa history professor Wallace Hettle, felt obliged to defend Bitch Ph.D.’s liberal end of the blogosphere. Hettle found Deignan’s curriculum vita at Info Theory, which lists his academic advisers, the Purdue mechanical engineers Galen King and Peter Meckl, who will play a big part in deciding if he will ultimately receive a Ph.D. Hettle e-mailed them, indicating that Deignan’s comments were “unprofessional” and “contrary to the spirit of free enquiry.” Hettle announced his actions within the comment section of Bitch Ph.D.&lt;br /&gt;“Yes, we received an e-mail,” King confirmed on Wednesday. “It said that Paul was exceeding his bounds, if you will, on what is essentially a private site. He’s been asked to refrain, at least until he’s [graduated from Purdue].”&lt;/blockquote&gt;Is this a trivial spat? We are not talking about our taste in clothes or ice cream. FWIW I passed on the advisors request to Rob that they wanted to be left out of the situation. Note that Wally also threatened to make things difficult for them by including administrators in his mailing list. I like to consider Wally to be an exogenous disturbance--unpredictable, unknown, and uncontrollable.&lt;br /&gt;&lt;br /&gt;As it turns out Wally did indeed misrepresent the situation to Drs. King and Meckl. This is just what I had reason to fear. We can easily confirm that the BPhD site is anything but private. It is open to unregistered anonymous commenters, is hosted on blogspot, and includes numerous advertisements. Without an apology and retraction, my advisors would be under a false impression at a time when I expect my applications recipients to call for references. Unfortunately, I did not receive a copy of the e-mail that Hettle sent. I am reading this information for the first time in this article as well as the request to restrain (probably nothing more than a matter of clarification of an earlier request to be more diplomatic after having received Wally's e-mail). &lt;blockquote&gt;But escalation, not restraint, has marked the ensuing days, in which Deignan, Hettle and Bitch Ph.D. have hurled accusations of various kinds at each other. Both Deignan and Bitch Ph.D. have hired lawyers. Hettle wouldn’t comment on whether he has done the same.&lt;br /&gt;&lt;br /&gt;Deignan said he is prepared to begin a lawsuit as soon as possible. He accuses both Hettle and Bitch Ph.D of libeling him — Hettle because of the e-mail he sent to Deignan’s professors, and Bitch Ph.D. for saying that he may have used a technique known as “IP spoofing,” which is a form of hacking, to try to determine who she is. Deignan denies having done that.&lt;br /&gt;&lt;br /&gt;Bitch Ph.D., said that she feels somewhat threatened by Deignan. “I don’t know if his attempts to track me down represent a real threat, either in terms of my identity or in terms of a physical threat,” she said via e-mail Wednesday. “I don’t know if what he’s doing counts as cyberstalking. It’s certainly upsetting.”&lt;/blockquote&gt;The IP spoofing accusation comes, I think, from BPhD's unfamiliarity with DHCP and filtering IPs, i.e. her technical ignorance is allowing her post facto wants to trump up a crime in her mind. I tried to inform her. You know, I am sure that this is something that a lot of IT professionals can relate.&lt;br /&gt;&lt;br /&gt;The phony stalking accusation was generated in the comment thread by a commenter known as "Buxombroad" almost instantaenously and seems to fall in line with the preemptive accusation of being "sexist". Apparently this form of libel is prefabricated. But the fact of the matter is that identities must be established for libel lawsuits and that reviewing information that the libellant publishes herself is not stalking in any sense of the word. These accusations cheapen those that face legitimate threats. Also, the IP spoofing allegation appears to be in the context of commenting, not anything to do with tracing back an IP to the owner.&lt;blockquote&gt;The untenured professor refused to communicate by phone for fear of revealing her identity, only allowing that she is “American born and bred” and “voted yesterday.”&lt;br /&gt;“I don’t want my blog to embarrass my university or my colleagues,” she said. “I’m outspoken and opinionated on the blog, including about academic issues.&lt;br /&gt;&lt;br /&gt;“The secondary reason is that it’s important to me that my personal and political opinions remain distinct from my classroom persona,” she added. “It’s extremely important to me that my students not feel that I approach them with an ‘agenda.’”&lt;/blockquote&gt;Right. Her IPs are from Toronto (which is indisputable). We can see this on her own SiteMeter when she posts or when she posts to other blogs. If she doesn't spoof IPs (and I don't think she does) then this last bit of information tells us that much more about her. I thought she valued her anonymity? Why not correct and retract? My only defense is to have the truth out there contemporaneously with any false accusations. We all face this very same threat. It has nothing to do with blogs or blogging per se and everything to do with our new information society.&lt;br /&gt;&lt;blockquote&gt;Both Deignan and Bitch Ph.D. agree that this situation escalated rapidly when Hettle sent the e-mails to Deignan’s advisers, which Bitch Ph.D. says she wouldn’t have done.&lt;br /&gt;&lt;br /&gt;Hettle’s response for comment was curt: “I have received many e-mails on this matter, and that has been disruptive to my work routine,” he said via e-mail Wednesday. “I’m holding office hours at the moment and need to speak to a student.”&lt;br /&gt;&lt;br /&gt;Can this kind of dispute be settled in a lawsuit? Lauren Gelman, a lawyer and assistant director of the Center for Internet and Society at Stanford Law School, labeled the situation “complicated” and said that Deignan will have to show how he was harmed and why. “He’s not going to be able to use the legal system to solve the fact that his feelings may have gotten hurt,” she said. But as the Internet continues to evolve, she predicted, “disputes like this are definitely going to become more frequent.”&lt;br /&gt;&lt;br /&gt;King, one of Deignan’s advisers, had perhaps the most unique take on the situation in today’s Web-based society: “I don’t understand what blogs are,” he said. “Apparently, though, they can get you in trouble.”&lt;/blockquote&gt;My  claim is that Wally percipitated the affair which is anchored in the BPhD publication and support of the libelous statements. Wally could not support his claims by himself and BPhD could not lend credibility to the false claims as an anonymous blogger. Together they have managed to create a situation that should be redressed. If this were just a matter of name calling, it would be of no consequence.  As a final note, Drs. Meckl and King have been good advisors in allowing me to develop the research area of information-theoretic system identification unfettered for which I will always be very grateful.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113162871537104740?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113162871537104740/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113162871537104740&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113162871537104740'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113162871537104740'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/comments-and-errata-on-higher-ed.html' title='Comments and Errata on the Higher Ed Article'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113106379686910893</id><published>2005-11-03T19:11:00.000-05:00</published><updated>2006-01-03T18:48:32.273-05:00</updated><title type='text'>A Case for Libel</title><content type='html'>We respect free speech--it is absolutely necessary for our democracy, but we justly outlaw libel. At issue is a simple case of libel, i.e. the communication to third parties of defamatory information which is untrue, stated as fact, and believable. In particular, the accusations of making objectively threatening communications, evading a "ban" (understood as a security feature), as well as a hodge podge of "harassing", "stalking" accusations.&lt;br /&gt;&lt;br /&gt;Since the libel was coincident with a direct communication to academic supervisors by another "professional" academic, it would be foolish to ignore it. The record must be corrected since it is searchable, verifiable, and otherwise permanent. This is similar to correcting our credit records before credit reporting and review became formalized. How others have related these facts is most appropriately a statement on themselves and their values.&lt;br /&gt;&lt;br /&gt;Let's examine the facts. Hettle &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#175027"&gt;wrote&lt;/a&gt; ( PDF &lt;a href="http://ada-vs.com/libel.pdf"&gt;backup&lt;/a&gt; ):&lt;br /&gt;&lt;blockquote&gt;Just to clarify: I contacted Paul's advisers &lt;span style="font-weight: bold;"&gt;after he sent me threatening email&lt;/span&gt;.&lt;br /&gt;&lt;br /&gt;I'm not going to link to the guy's blog, but he is clearly behaving in an unprofessional manner over there, just as he did here last night.&lt;br /&gt;&lt;br /&gt;What I suggested to P.D.'s advisers was not that they destroy his academic career, but simply that they might want to have a chat about professionalism and civility.&lt;br /&gt;&lt;br /&gt;As Paul believes his behavior was on the up and up, he should have nothing to worry about.&lt;br /&gt;&lt;br /&gt;That said, I do hope Paul's behavior stops. Graduate students aren't all that professionally accountable because advisers have a stake in their student's success.&lt;br /&gt;&lt;br /&gt;But as I can testify, assistant profs are in a highly accountable, indeed vulnerable position. If PD finishes his diss. and gets a real job, (a big if), and continues his obsessive behavior, he won't last long as an academic.&lt;/blockquote&gt;The communication of &lt;a href="http://www.law.cornell.edu/uscode/html/uscode18/usc_sec_18_00000876----000-.html"&gt;threats&lt;/a&gt; is a crime by US Code. It is also a statement of fact. Since I am an identifiable person, the intentional defamation, i.e. the objectively false accusation of potentially criminal behavior, seems to me to be &lt;a href="http://www.utsystem.edu/ogc/intellectualproperty/libelfrm.htm"&gt;libelous&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;&lt;span style="font-weight: bold;"&gt;I call on Professor Wallace Hettle to issue a public apology&lt;/span&gt;.&lt;br /&gt;&lt;br /&gt;The publisher of Hettle's libel also makes supporting &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174980"&gt;libelous statements&lt;/a&gt; of her own in addition to publishing Hettle's statements.&lt;br /&gt;&lt;br /&gt;Here is the &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174785"&gt;first&lt;/a&gt; potentially libelous statement. The objectionable phrase is "sexist". This is akin to being called "racist" and is stated as a matter of fact. It should be retracted and corrected.&lt;br /&gt;&lt;br /&gt;Here is a &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174797"&gt;second&lt;/a&gt;. I don't know what she is trying to say. She seems confused and disoriented on her facts on this point (it is probably just a rationalization). Whatever it is it is obviously defamatory since she thinks that it is a cause for censure. The statement should be retracted.&lt;br /&gt;&lt;br /&gt;At about this time I make a couple suggestions about effective ways of using Haloscan with DHCP to moderate comments and filter IPs. In response to another commenter's question I ponder why a person with a Canadian IP is so concerned with domestic US politics. These comments have all been deleted by bitchphd. At that point Wally &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174873"&gt;jumps&lt;/a&gt; in and throws this all into a something that goes beyond mere repartee. A professor who was tracking the discussion &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174907/"&gt;comments&lt;/a&gt; that he saw nothing unprofessional on my part. Nonetheless, in that same thread the very next day, bitchphd &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174980"&gt;reiterates&lt;/a&gt; and reinforces the libelous statements made by Hettle.&lt;br /&gt;&lt;blockquote&gt;Oh for Christ's sake.&lt;br /&gt;&lt;br /&gt;1. I deleted Paul's comments once they got really obnoxious. So what you've read isn't all there was. Let me simply explain that there was &lt;span style="font-weight: bold;"&gt;at least one implied threat against me&lt;/span&gt;--not that I took it seriously.&lt;br /&gt;&lt;br /&gt;2. I've emailed Wally privately about emailing Paul's department. For the record, I would not have done it--and I didn't do it. I'm responsible for what happens on this forum; I can't control what happens out of it.&lt;br /&gt;&lt;br /&gt;3. Agreed, however, that inasmuch as this is my forum, I *am* responsible for the impressions given on it. For the record, then: I don't think Wally should contact Paul's department, I do think Paul is an ass, Paul's been banned from commenting on this forum (&lt;span style="font-weight: bold;"&gt;unless he starts spoofing ips again&lt;/span&gt;). That should be an end of it, in my opinion.&lt;br /&gt;&lt;br /&gt;Everybody happy now? Good.&lt;/blockquote&gt;Spoofing is &lt;a href="http://www.webopedia.com/TERM/I/IP_spoofing.html"&gt;defined&lt;/a&gt; as&lt;blockquote&gt;A technique used to gain unauthorized access to computers, whereby the intruder sends messages to a computer with an IP address indicating that the message is coming from a trusted host. To engage in IP spoofing, a hacker must first use a variety of techniques to find an IP address of a trusted host and then modify the packet headers so that it appears that the packets are coming from that host.&lt;/blockquote&gt;This idea is ridiculous on its face. Why would anyone "spoof" an IP to post a comment where anonymous posting is permitted? Not only that, but the "banning" by Haloscan is by an IP filter. Since IPs change under DHCP (the most common IP assignment method) a subnet should be filtered, not just an individual IP. I suggested 128.###.###.### (Maybe you have to be a geek to see the humor in this). However, since the statements by BPhD are false and potentially harmful to my reputation among those that don't follow the details of Haloscan filters, &lt;strong&gt;I request a&lt;span style="font-weight: bold;"&gt; correction and retraction of these and other similar statements&lt;/span&gt;&lt;/strong&gt;. The claim that she was threatened &lt;span style="font-weight: bold;"&gt;should also be corrected and retracted&lt;/span&gt;. No one else seems to have perceieved such a threat (and I made none). These implicitly "threatening" comments were conveniently deleted by the libelant herself. What were they? She does not say yet her claims mimics nicely Hettle's libel. Is this by design or by thoughtlessness? &lt;br /&gt;&lt;br /&gt;We have established that sending threatening communications is defamatory and that damages are involved. We also have that Hettle's account is in dispute. While BPhD acknowledges that she is responsible for impressions given by the commenters, what does she do about it? Instead of deleting the libel, she instead adds her own libelous statements to the mix without even the slightest bit of factual support other than her assertion laced with derisions. And all this from an academic? I don't see why we should stand for it.&lt;br /&gt;&lt;br /&gt;OK, let’s go through a basic wash of the qualifiers of libel applied to this case through a standard source of guidance in order to define the issues better. I've had the opportunity to hear some pertinent criticism so let’s incorporate those into where we stand today. Here are the basic &lt;a href="http://www.expertlaw.com/library/personal_injury/defamation.html"&gt;criteria&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;1. A false and defamatory statement concerning another;&lt;br /&gt;2. The unprivileged publication of the statement to a third party (that is, somebody other than the person defamed by the statement);&lt;br /&gt;3. If the defamatory matter is of public concern, fault amounting at least to negligence on the part of the publisher; and&lt;br /&gt;4. Damage to the plaintiff.&lt;/blockquote&gt;&lt;br /&gt;According to that same source, damages are "typically to the reputation of the plaintiff, but depending upon the laws of the jurisdiction it may be enough to establish mental anguish." The defamation may be "per se", i.e. there is a presumption of damages depending on the jurisdiction. Again, following the guidance per se defamation includes:&lt;br /&gt;&lt;blockquote&gt;* Attacks on a person's professional character or standing;&lt;br /&gt;* Allegations that an unmarried person is unchaste;&lt;br /&gt;* Allegations that a person is infected with a sexually transmitted disease;&lt;br /&gt;* Allegations that the person has committed a crime of moral turpitude;&lt;br /&gt;&lt;/blockquote&gt;Wally's and his friend’s defamation are of the first sort although I could also argue the last case as well.&lt;br /&gt;&lt;br /&gt;Some jurisdictions demand that the defendant be given the opportunity to apologize. I have done that. All conditions appear to be satisfied.&lt;br /&gt;&lt;br /&gt;Now let’s look at the defenses.&lt;br /&gt;&lt;br /&gt;&lt;span style="font-style: italic;"&gt;Was the defamation simply a matter of opinion?&lt;/span&gt;&lt;br /&gt;My claim is to the statement of fact of sending threatening e-mails and a yet to be resolved question of "spoofing IPs". Lets concentrate on the former claim.&lt;br /&gt;&lt;br /&gt;&lt;span style="font-style: italic;"&gt;Was the statement truthful?&lt;/span&gt;&lt;br /&gt;Were the e-mails sent and were they threatening. I have reproduced the e-mails here and claim that on their face they are not threatening, implicit or explicitly. When the defendants claim that the e-mails were "threatening" they are not saying that they felt threatened, but rather that the content of the e-mails is threatening to the reasonable observer. They are characterizing the content of the e-mails, not stating their personal feelings. The burden to show truth is on the defendants. They have yet to offer this defense to my knowledge.&lt;br /&gt;&lt;br /&gt;Other common defenses are not applicable to the facts of this case.&lt;br /&gt;&lt;br /&gt;There is a question as to whether I am a public figure. I have asserted that I am a private individual despite the fact that I also write a blog that has my mug prominently displayed. If I am a public figure, all I need to show is that the defamation was made with "&lt;a href="http://www.lectlaw.com/def2/m006.htm"&gt;actual malice&lt;/a&gt;". Since it appears that Wally made no attempt to verify the defamatory statements that he asserted as true to the advisors one day after planning the notification it seems that he demonstrated this malice as well as the common law definition of the term. However, at the time of the defamation, I claim that I was not even a "limited public figure". If I were, then everyone who posts comments under their own name on the interenet is a public figure. That would be absurd and contrary to good public policy of democratic accountability.&lt;br /&gt;&lt;br /&gt;Here is what the source says of limited pubic figures:&lt;blockquote&gt;A person can also become a "limited public figure" by engaging in actions which generate publicity within a narrow area of interest. For example, a woman named Terry Rakolta was offended by the Fox Television show, Married With Children, and wrote letters to the show's advertisers to try to get them to stop their support for the show. As a result of her actions, Ms. Rakolta became the target of jokes in a wide variety of settings. As these jokes remained within the confines of her public conduct, typically making fun of her as being prudish or censorious, they were protected by Ms. Rakolta's status as a "limited public figure".&lt;/blockquote&gt;The article continues that a lawsuit may not be a good idea if the publication of the lawsuit generates more awareness of the taint. This is a good point. However, in the age of Google, the ability of hiring departments to locate these pejorative comments are great. So while many were not aware of these comments before the lawsuit, the people that are most relevant, i.e. in the risk analysis, those that might make themselves aware for a directed purpose should be presumed to be already aware. Neglecting to defend against such defamation appears extremely risky to me. I don't think it would be prudent to take that risk.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;b&gt;Update&lt;/b&gt; 15 Nov 2005&lt;br /&gt;This is the text of the Hettle email as received from one of the recipients:&lt;br /&gt;&lt;br /&gt;    Yesterday and last night Paul Deignan spent in "trolling" a feminist academic web site with disruptive and abusive comments.&lt;br /&gt;&lt;br /&gt;    This is a highly visible liberal site. He was banned, but used his computer expertise to defeat the ban and taunt the host of the site.&lt;br /&gt;&lt;br /&gt;    This kind of behavior is not unheard of on the net. But Mr. Deignan chose to do this action from a homepage that claims you as a dissertation adviser.&lt;br /&gt;&lt;br /&gt;    Mr. Deignan has a right to free speech. He shouldn't disrupt the discussions of others--it is highly unprofessional. And it is linked to your name.&lt;br /&gt;&lt;br /&gt;    Might you please advise him to exercise a little discretion in the future. As matters stand, Mr. Deignan appears to be doing a bit more politicking than mechanical engineering.&lt;br /&gt;&lt;br /&gt;    Thank you,&lt;br /&gt;&lt;br /&gt;    Wallace&lt;br /&gt;    Hettle&lt;br /&gt;&lt;br /&gt;The second paragraph is libelous. I am not aware of any action that defeated an IP filter. No comment I attempted to place was rejected until the last comment at which time I knew that BPhd did indeed "ban me" (filter my leased DHCP IP for posting of comments some more than two hours after saying that she was "banning" me). For the record, she can't in reality as long as she allows anonymous commenters. The IP filter of Haloscan is a management tool, not a security tool. Since this is a statement of fact of malicious use of computing machinery, it defames me professionally as an engineer.&lt;br /&gt;&lt;br /&gt;I noticed a bit late that Wally's friend also made a defamatory claim that I sent her threatening e-mail so here is the e-mail that I sent. The first is a solicitation sent to several feminist bloggers to pick up on a constructive debate in light of the Alito nomination sent Wed 11/2/2005 8:11 AM (recieved a nice reply from Lauren at Feministe begging out). Wally's friend actually participated in this thread before it was moved up for the nomination debate:&lt;blockquote&gt;Hello,&lt;br /&gt;&lt;br /&gt;You have probably noticed that the debate about abortion tends to stall at the point where one party invokes a particular or another party religious faith or another party invokes blind want.&lt;br /&gt;&lt;br /&gt;So here is my challenge to you and your readers, building on the discussion and the premise here: Thinking Critically about Abortion. Is it possible to more forward and explore a possible principled resolution to the debate?&lt;br /&gt;&lt;br /&gt;For example, I think there is something to be said of sovereignty of the body, privacy, and liberty as rights emanating from the right to life. You may propose some rationale for balancing, etc.&lt;br /&gt;&lt;br /&gt;At this point of the debate, the pro-life position is not seriously challenged and I have some readers who have requested that I reopen a forum for debate. Are you up to it? If so, the best thing might be to see if you can create a post outlining your rationale, one that addresses the framework laid out in my post and hopefully some of the criticisms. If you have a decent argument, I will match your posts and invite others to discuss and contribute from the right.&lt;br /&gt;&lt;br /&gt;You have to admit, normal bloggers for all their talk about not being MSM also shy away from this argument. We should take advantage of this.&lt;br /&gt;&lt;br /&gt;Paul Deignan&lt;br /&gt;Deignan@ada-vs.com&lt;/blockquote&gt;&lt;br /&gt;The second was in response to her reply sent Wed 11/2/2005 2:11 PM:   &lt;blockquote&gt;Read the first line of your response, stopped there after realizing that you had not read it yourself first. (didn’t want to be presumptuous.)&lt;br /&gt;&lt;br /&gt;Paul Deignan&lt;br /&gt;Deignan@ada-vs.com&lt;br /&gt;&lt;br /&gt;-----Original Message-----&lt;br /&gt;From: Bitch Ph.D. [mailto:bitchphd@yahoo.com]&lt;br /&gt;Sent: Wednesday, November 02, 2005 10:18 AM&lt;br /&gt;To: Paul Deignan&lt;br /&gt;Subject: Re: Thinking Critically about Abortion&lt;br /&gt;&lt;br /&gt;Since you say you're a Ph.D. candidate, a little advice:&lt;br /&gt;&lt;br /&gt;1. Don't insult people and then ask them to do things for you.&lt;br /&gt;2. Don't make assertions about the limitations of a debate without doing your research; I myself have written pieces on abortion that go beyond where you say the "debate tends to stall."&lt;br /&gt;3. Don't try to set people up to act as your strawman; this doesn't incur good will.&lt;br /&gt;4. Don't invite people to participate in a debate when you're unfamiliar with their work--you run the risk (as here) of asking them to rearticulate arguments they've already published.&lt;/blockquote&gt;&lt;br /&gt;That's "Read" as in "red"--past tense. Admittedly, PIMF. (daggling edits)&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style="font-weight: bold;"&gt;Update&lt;/span&gt; 6 Dec 2005:&lt;br /&gt;Still, no retraction and apology from the blog publisher. A competent attorney has been retained and has requested corrections. Note that blog publisher and Haloscan are US companies so I the tort can be tried in US courts.&lt;br /&gt;&lt;br /&gt;There is the question of establishing the identity of the libellant. From &lt;a href="https://www.paypal.com/us/cgi-bin/webscr?cmd=p/gen/ua/policy_privacy#use"&gt;Paypal&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;We disclose information in response to a subpoena, warrant, court order, levy, attachment, order of a court-appointed receiver or other comparable legal process, including subpoenas from private parties in a civil action.&lt;/blockquote&gt;&lt;br /&gt;Going through the comments I noticed that my IP from my DHCP lease runs for about a week and I have verified that it did not change over the time period in question so it would not have been possible that I would have unknowingly or knowingly skirted an IP filter by a reboot or refresh. The defendant, of course, knows this already since she erected the filter and since the comments from Haloscan show the IPs to the administrator. So her claim that this was her &lt;a href="http://bitchphd.blogspot.com/2005/11/hopefully-end-to-deignan-controversy.html"&gt;perception&lt;/a&gt; is a lie. Maybe a reconstructed cognition, imagination, wishful thought, but not a perception--perceptions require information from the senses coherent with the thought. With no information indicating a techical skirting of a filter, how could there be the perception?&lt;br /&gt;&lt;br /&gt;So we will see. The fact that there is a legal solution on the table never eliminates the possibility of negotiated settlements. In my judgment, in this particular case, the legal option was necessary for movement towards a resolution. The proof is the Hettle settlement. Unfortunately, due to the extremely obstreperous tack taken by the BPhD blogger from the onset, a directly negotiated correction was not possible. Apparently there was money to be made in creating controversy.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113106379686910893?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113106379686910893/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113106379686910893&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113106379686910893'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113106379686910893'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/case-for-libel.html' title='A Case for Libel'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-113097968971918785</id><published>2005-11-02T19:51:00.000-05:00</published><updated>2005-12-30T16:05:12.940-05:00</updated><title type='text'>The Left Responds</title><content type='html'>And apparently the response in the great debate is, "I'm telling your teacher on you!"&lt;br /&gt;&lt;br /&gt;From an &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174873"&gt;individual&lt;/a&gt; identifying him/herself as an "actual professor" (yes, I sent an e-mail for confirmation) in the comment thread of &lt;a href="http://bitchphd.blogspot.com/2005/11/samuel-alito-undue-burden-on-us.html"&gt;Samuel Alito: An Undue Burden On Us&lt;/a&gt; from a &lt;a href="http://www.bitchphd.blogspot.com"&gt;feminist site&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;Troll boy is a student of the highly relevant field of mechanical engineering.&lt;br /&gt;&lt;br /&gt;The moron is trolling under his real name from a home page which lists the names of his advisors. So I emailed them, as this behavior is thoroughly unprofessional.&lt;br /&gt;&lt;br /&gt;BTW, I have a PhD and actual tenure. And I happen to know many profs who work from home, like myself.&lt;br /&gt;&lt;br /&gt;I've read some of Dr. B's scholarship and it is superb.&lt;br /&gt;&lt;br /&gt;Maybe Paul can come back after finishing HIS dissertation--if he finishes.&lt;br /&gt;&lt;br /&gt;Anyway, Paul, I'm going to make an acquaintance with the admin. of your engineering school tomorrow, but I'm logging off for tonight.&lt;br /&gt;&lt;br /&gt;Wallace Hettle&lt;br /&gt;Actual Professor&lt;br /&gt;Google Me&lt;br /&gt;University of Northern Iowa&lt;/blockquote&gt;&lt;br /&gt;The interesting thing is that this threat occurred in the context of a discussion where the left (self-described academics) were pontificating on the need to crack down on free speech in education. At least they are consistent in that small respect.&lt;br /&gt;&lt;br /&gt;PDF of discussion available &lt;a href="http://www.ada-vs.com/leftResponds.pdf"&gt;here&lt;/a&gt; for historical comparison.&lt;br /&gt;&lt;br /&gt;You Rock Wally!&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 2 Nov 2005 8:26 PM EST&lt;br /&gt;I have confirmation. This by email from the academic address of the above named individual:&lt;blockquote&gt;Whether I have posted on bitchphd is absolutely none of your business.    &lt;br /&gt;&lt;br /&gt;I will say that I have seen your comments on bitchphd, now that you have directed my attention to the site. They were libelous and threatening, given the willingness of prolifers such as Paul Hill to use violence to advance their agenda.&lt;br /&gt;&lt;br /&gt;You are a lunatic; the academy is no place for you.  You also seem to be a homely and I assume lonely man.  &lt;br /&gt;&lt;br /&gt;Anyway, I'd advise you not to troll under your real name.  Academia, like the Internet, is a small place.&lt;br /&gt;&lt;br /&gt;Wallace Hettle   &lt;br /&gt;University of Northern Iowa&lt;/blockquote&gt;Wally is not attracted to me. That is some relief at least (the lonely thing had me concerned for a moment).&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 8:44 AM EST&lt;br /&gt;This just keeps getting better and better. Apparently, this professor has nothing better to do with his time than to go on a witch hunt (and not a very smart one at that). Here he is caught in the act of googling my name in order to see what he can dredge up for that all important call to to the administration this morning that he has promised to make (just in case the advisors don't fall in line). SiteMeter is at the right. His earlier visit was 33,378.&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/witchHunt.0.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/witchHunt.0.png" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 9:07AM EST&lt;br /&gt;In the comments, Wally claims to have been googling to find my homepage. However, the initial visit was from a linked comment at the feminist site. A subsequent visit from the same description computer (probably at home) shows that the connection was direct. The claim of innocent googling came after the 8:44 AM update. In order of the visits:&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/bookmarked.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/bookmarked.png" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/initialVisit.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/initialVisit.png" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 10:12AM EST&lt;br /&gt;And here he is trying to use different search words to cover his tracks ("info deignan" rather than "paul deignan"). I believe this is what lawyers call an indication of &lt;span style="font-style:italic;"&gt;&lt;a href="http://en.wikipedia.org/wiki/Mens_rea"&gt;mens rea&lt;/a&gt;&lt;/span&gt;.&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/coverTracks.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/coverTracks.png" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;Meanwhile over at the comment thread we have &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174991"&gt;this&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;Oh, and one other thing: Paul is FAR from intimidated. He's continued to email me and Wally (again, with an implied threat towards Wally), he's left a trackback to this post (which I shall also delete). He's doing his best to wind things up even further.&lt;br /&gt;&lt;br /&gt;Now. I take it the folks complaining about Wally's post want Wally to mind his own business. I can only ask that those who object to Wally's post do the same.&lt;/blockquote&gt;&lt;br /&gt;The only unposted/uncommented correspondence I have record of sending is the notification for confirmation that was replied, so I suppose I would challenge the author to produce the correspondence (Yes, I sent a trackback--that is blogger protocol). She seems to imply that she is being harrassed. Nice scare tactic. I'm not impressed. Please publish the letters which you claim you are continuing to receive. You certainly have my implicit and now also explicit permission.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 10:39AM EST&lt;br /&gt;And we see how the threats escalate. This in from a commenter that goes by the handle &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#174982"&gt;"BuxomBroad"&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;I think Wally was right to e-mail Paul's advisors. Regardless of the perspective of his comments, the extensive attack with minutue and the concerted and continued posts smack of pathologic obsession.&lt;br /&gt;&lt;br /&gt;Paul's political views are not the issue here - his "stalking" behavior is. That alone is cause for alarm in a dissertation situation. He may very well be having some stress or psycological issues that need to be addressed or monitored, in the interests of a safe work environment and quality scholarship, if not personal concern.&lt;/blockquote&gt; &lt;br /&gt;A virtual feeding frenzy (high-tech lynching?) has begun. The modus operandi is apparently well practiced. Let's see how it fares in the light of day. I believe this may be the first time that this phenomena was live-blogged.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 1:58PM EST&lt;br /&gt;He just can't seem to stop digging.&lt;br /&gt;&lt;br /&gt;Here is Wally's latest &lt;a href="http://www.haloscan.com/comments/bitchphd/113089773762436266/#175027"&gt;comment&lt;/a&gt;:&lt;br /&gt;&lt;blockquote&gt;Just to clarify: I contacted Paul's advisers after he sent me threatening email.&lt;br /&gt;&lt;br /&gt;I'm not going to link to the guy's blog, but he is clearly behaving in an unprofessional manner over there, just as he did here last night.&lt;br /&gt;&lt;br /&gt;What I suggested to P.D.'s advisers was not that they destroy his academic career, but simply that they might want to have a chat about professionalism and civility.&lt;br /&gt;&lt;br /&gt;As Paul believes his behavior was on the up and up, he should have nothing to worry about.&lt;br /&gt;&lt;br /&gt;That said, I do hope Paul's behavior stops. Graduate students aren't all that professionally accountable because advisers have a stake in their student's success.&lt;br /&gt;&lt;br /&gt;But as I can testify, assistant profs are in a highly accountable, indeed vulnerable position. If PD finishes his diss. and gets a real job, (a big if), and continues his obsessive behavior, he won't last long as an academic.&lt;/blockquote&gt;A threatening e-mail? Could he mean the opportunity I gave him last night to save himself some self-inflicted embarrassment (Sent at 7:07PM yesterday to the e-mail address in the comment thread, noted in our comments, and reposted again here for convenience)?&lt;br /&gt;&lt;blockquote&gt;Hello;&lt;br /&gt;&lt;br /&gt;Have you figured out that you have made a pretty big error yet? I would like to offer you the chance to save yourself some professional embarrassment.&lt;br /&gt;&lt;br /&gt;I can give you 30 minutes to reply with your decision.&lt;br /&gt;&lt;br /&gt;Have a nice day,&lt;br /&gt;&lt;br /&gt;Paul Deignan&lt;br /&gt;Deignan@ada-vs.com&lt;br /&gt;&lt;/blockquote&gt;Glad I told him to have a nice day. Can you imagine what he would have claimed if I said something else? Interestingly, he seems to assume that PhDs in ME go into academia (as if he is helping. Yeah, sure, that's the ticket, I was helping that guy, yeah, ...).&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE 3 Nov 2005 4:30PM EST&lt;br /&gt;For completeness, here is the e-mail that was sent for confirmation to the academic address at 6:55PM yesterday:&lt;blockquote&gt;Hello:&lt;br /&gt;&lt;br /&gt;There is an individual that is using your identity at this site:  http://www.haloscan.com/comments/bitchphd/113089773762436266/&lt;br /&gt;&lt;br /&gt;I will be reproducing this discussion at http://info-theory.blogspot.com If this is not you, please contact me (the administrator of the Info Theory site) so that I can make notice to the readers that this individual is not you.&lt;br /&gt; &lt;br /&gt;Thanks,&lt;br /&gt;&lt;br /&gt;Paul Deignan&lt;br /&gt;Deignan@ada-vs.com&lt;/blockquote&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-113097968971918785?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/113097968971918785/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=113097968971918785&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113097968971918785'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/113097968971918785'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/left-responds.html' title='The Left Responds'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-111871554348294268</id><published>2005-11-02T09:10:00.000-05:00</published><updated>2005-12-05T05:15:15.163-05:00</updated><title type='text'>Thinking Critically about Abortion</title><content type='html'>While I have solicited discussion on a &lt;a href="http://info-theory.blogspot.com/2005/06/thinking-critically-about-abortion.html"&gt;principled analysis&lt;/a&gt; of the abortion issue from abortion advocates such as &lt;a href="http://www.feministblogs.org"&gt;Feminist Blogs&lt;/a&gt; and &lt;a href="http://bitchphd.blogspot.com/"&gt;others&lt;/a&gt;, it is no surprise that we have not had such a debate among policy opponents. We are divided deeply on this issue, but not on principle for the principle of the wrongness of abortion is very clear. We are &lt;a href="http://info-theory.blogspot.com/2004/12/connections-and-consistency.html"&gt;divided&lt;/a&gt; between those with deeply held convictions and those with deeply felt wants and needs.&lt;br /&gt;&lt;br /&gt;There will be no resolution of the drives between opposing forces by focusing only on the ethics of abortion. However, we can move forward by simultaneously providing remedies for the underlying anxieties while also maintaining the integrity of the debate, i.e. to frankly address the needs of those facing the burden and challenges of bearing an unplanned pregnancy. &lt;br /&gt;&lt;br /&gt;While there are methods of prevention that can still be explored, what is remarkable to me is that our society does not ameliorate those costs associated with pregnancy and child birth which might be lessened. For example, should not rape and incest victims be financially compensated by society for bearing to term? Why does it cost more to a woman to delivery a child than to destroy it? Why don't we provide free daycare for working mothers? &lt;br /&gt;&lt;br /&gt;There is a trace of cynicism that marks our refusal to address these inequities while recognizing the wrongness of the carnage that the inequities induce. Yes, women should be responsible for the acts that lead up to the pregnancy, but so should the men. Here again our society is systematically unjust by neglect if not by design.&lt;br /&gt;&lt;br /&gt;There is a way ahead in the abortion debate. We ought not fear to commit ourselves to its solution. After all of the demagoguery on the issue, there remains two simple questions that the entire abortion debate revolves around:&lt;br /&gt;&lt;br /&gt;1. In &lt;a href="http://www.haloscan.com/comments/deignan/111871554348294268/#127512"&gt;our&lt;/a&gt; democratic society, do all persons have equal intrinsic rights (we are especially concerned here with the right to life--the most fundamental of all rights)?&lt;br /&gt;&lt;br /&gt;2. When is a person a person?&lt;br /&gt;&lt;br /&gt;After years of hearing the various arguments, I have two simple answers:&lt;br /&gt;&lt;br /&gt;1. Yes&lt;br /&gt;&lt;br /&gt;2. Erring on the side of caution, when that person is alive.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;So here is the challenge: Have I missed anything and are my simple answers wrong? If so, how?&lt;br /&gt;&lt;br /&gt;All are invited to take this challenge up. If you have a good point that you would like to argue, I would appreciate your thoughts. Perhaps we can settle something here or at least expose the weaknesses in the prevailing arguments.&lt;br /&gt;&lt;br /&gt;&lt;b&gt;Note&lt;/b&gt;&lt;br /&gt;This post moved up in response to reader's request in light of the Alito nomination. Preface added from related post.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-111871554348294268?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/111871554348294268/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=111871554348294268&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111871554348294268'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111871554348294268'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/11/thinking-critically-about-abortion.html' title='Thinking Critically about Abortion'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-112888574632506077</id><published>2005-10-09T13:46:00.000-05:00</published><updated>2005-12-18T11:21:15.630-05:00</updated><title type='text'>Birds of a Feather</title><content type='html'>The Bush administration is known for its closeness and high degree of loyalty among the staff. Harriet Miers exemplifies these traits and has been praised as a faithful confidante of the President. In and of itself this &lt;a href="http://info-theory.blogspot.com/2005/10/case-against-harriet-miers.html"&gt;should disqualify&lt;/a&gt; the nomination of Harriet Miers to the Supreme Court. Unfortunately, politics trumps principle and this rationale is insufficient to lay the nomination to rest.&lt;br /&gt;&lt;br /&gt;The most salient political aspect of the nomination is the question as to whether Harriet Miers is pro-life in the sense that she will vote to overturn &lt;i&gt;Roe&lt;/i&gt;. Unfortunately, this administration has consciously chosen a nominee who has little public record and also one that they have superior hidden knowledge. Our democracy works by advice and consent in reviewing nominees to the co-equal judicial branch so we are placed in a bind. How can we give our advice and consent through our elected representatives? While the burden of proof remains with the executive, we must make what inferences can reasonably be made with what information we have.&lt;br /&gt;&lt;br /&gt;Democracies do not work well when critical information is privately held. We suffered such a failure when the &lt;a href="http://www.globalsecurity.org/intell/library/reports/2002/nie_iraq_october2002.htm"&gt;2002 National Intelligence Estimate&lt;/a&gt; was not released until after the Iraq war. Nonetheless, this has been the approach of the president in soliciting influential supporters with private assurances while publicly vouching by proxy for the the general character of Ms. Miers without offerring verifiable guarantees. So Nathan Hecht, a longtime friend of Harriet Miers, &lt;a href="http://www.latimes.com/news/nationworld/nation/la-na-abort5oct05,0,2533282.story?coll=la-home-headlines"&gt;makes her case&lt;/a&gt; this way&lt;br /&gt;&lt;blockquote&gt;Harriet goes to a church that is pro-life. She has for 25 years. She gives them a lot of money. Her personal views lie in that direction.&lt;/blockquote&gt;However, when pressed on the specific question of whether her personal opposition to abortion would give her sufficient cause to overturn &lt;i&gt;Roe&lt;/i&gt;, Hecht says&lt;br /&gt;&lt;blockquote&gt;I think she'll say they won't.&lt;/blockquote&gt;This case for Miers amounts to "&lt;i&gt;&lt;a href="http://www.law.cornell.edu/lexicon/nolo_contendere.htm"&gt;nolo contendere&lt;/a&gt;&lt;/i&gt; by association" and forces us to make inferences that we ought not to be forced to make. The most &lt;a href="http://www.washingtonpost.com/wp-dyn/content/article/2005/10/06/AR2005100601584.html"&gt;odious inference&lt;/a&gt; that is being pushed upon us is that one's religious affiliation serves as a guarantor of political acceptability. We institutionally reject this anti-democratic notion in &lt;a href="http://www.law.cornell.edu/constitution/constitution.articlevi.html"&gt;Article VI&lt;/a&gt; of the &lt;a href="http://www.law.cornell.edu/constitution/constitution.overview.html"&gt;Constitution&lt;/a&gt;.&lt;br /&gt;&lt;blockquote&gt;The Senators and Representatives before mentioned, and the members of the several state legislatures, and all executive and judicial officers, both of the United States and of the several states, shall be bound by oath or affirmation, to support this Constitution; &lt;span style="FONT-STYLE: italic"&gt;but no religious test shall ever be required as a qualification to any office or public trust under the United States&lt;/span&gt;.&lt;/blockquote&gt;A constitutionally corrupt process is being used to promote a Justice that will have the very duty of insuring constitutional fidelity by an executive that swore an oath to the same. This is about as mucky as it gets. So into the muck we go.&lt;br /&gt;&lt;br /&gt;Empirically, Harriet Miers is most likely to have a judicial philosophy on abortion consistent with those which she associates herself. When Ms. Miers does pry herself away from work, she "spends Washington &lt;a href="http://www.nytimes.com/2005/10/04/politics/politicsspecial1/04miers.html"&gt;girls' nights out&lt;/a&gt; with the likes of Secretary of State Condoleezza Rice and former Agriculture Secretary Ann M. Veneman". Secretary Rice describes herself as a "&lt;a href="http://sfgate.com/cgi-bin/article.cgi?file=/chronicle/archive/1999/07/01/MN61464.DTL"&gt;pro-choice evangelical&lt;/a&gt;" while Ann Veneman is &lt;a href="http://www.washingtonpost.com/wp-dyn/content/article/2005/07/19/AR2005071901164.html"&gt;also pro-choice&lt;/a&gt;. Like Laura Bush and Barbara Bush, the women that surround Miers are uniformly pro-choice in their judicial philosophy. It follows that there is an increased expectation that Ms. Miers is also effectively pro-choice, a judicial philosphy shared by Alberto Gonzales, the man whose name the president initially floated for the position.&lt;br /&gt;&lt;br /&gt;While attempting to maintain a public appearance of pro-life fidelity when political victory is at stake, Ms. Miers and the administration have consistently balked in taking &lt;a href="http://info-theory.blogspot.com/2005/06/moving-forward-on-abortion.html"&gt;meaningful action&lt;/a&gt; to redress the plague of abortions in this country. This all begs the question, "If Ms. Miers has neither the inclination nor experience to plumb the depths of the Constitution, by what criteria will she decide these issues?" Even experienced jurists such as O'Connor have authored many dubious opinions of late. We should expect Ms. Miers to &lt;a href="http://info-theory.blogspot.com/2005/10/miers-in-mold-of-oconnor.html"&gt;similarily&lt;/a&gt; approach the issues that rock our society today and well into the future should the nomination proceed.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;UPDATE:&lt;br /&gt;Please also consider the positive case against the analysis here: &lt;a href="http://www.newsmax.com/archives/ic/2005/10/5/130010.shtml"&gt;Harriet Miers Called 'Fifth Vote Against Roe'&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;The idea that Miers is personally opposed to abortion but not necessarily legally opposed is also supported by &lt;a href="http://www.latimes.com/news/nationworld/nation/la-na-abort5oct05,1,6468910.story?coll=la-headlines-nation"&gt;Miers Called an Opponent of Abortion&lt;/a&gt; which makes clear that Miers' opposition is religious and not judicially reasoned, i.e. that she shares the same judicial philosophy as a man who also shares that philosophy with Alberto Gonzales who is known to be judicially pro-choice and to have a very jaundiced view of legally enacted parental notification requirements. In short, Miers is unlikely to vote to overturn &lt;i&gt;Roe&lt;/i&gt; even when this information is considered.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-112888574632506077?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/112888574632506077/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=112888574632506077&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112888574632506077'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112888574632506077'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/10/birds-of-feather.html' title='Birds of a Feather'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-112834398468545163</id><published>2005-10-03T07:36:00.000-05:00</published><updated>2005-10-06T00:30:50.070-05:00</updated><title type='text'>The Case Against Harriet Miers</title><content type='html'>Harriet Miers is undoubtedly an excellent confidante of the President and a fabulous staff secretary. There can also be little doubt that she is hard working, intelligent, faithful, and forthright. But the case against Harriet Miers as Supreme Court Justice can be summed up in 105 words--the number of words of her official &lt;a href="http://www.whitehouse.gov/government/hmiers-bio.html"&gt;biography&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;Harriet Miers is many things, but she is not a Constitutional scholar, well-seasoned in elective office, or someone who has made many public speeches or presentations on the workings of government. She is an unknown and unproven functionary whose chief virtue is the one virtue that we must reject--a strong tie to a particular chief executive.&lt;br /&gt;&lt;br /&gt;Our Constitutional system relies on a separation of powers to ensure mutual accountability through competition for public fidelity. Cronyism, the formation of hidden and undemocratic power relationships, has been the bane of divided government from its inception. When the public cannot see clearly the workings of government the people lose a sure hand in controlling their collective destiny. Our Democracy becomes less of a democracy. We cannot demand excellence so we are forced to settle for the subpar. Corruption begins to flourish in the unseen reaches of the government. We have already seen the tragedy that cronyism has wrought on the faithful execution of public office in the wake of Hurricane Katrina. Cronyism serves only the cronies. This &lt;a href="http://info-theory.blogspot.com/2005/09/lessons-not-learned.html"&gt;lesson&lt;/a&gt; ought not to be lost on us.&lt;br /&gt;&lt;br /&gt;Over the past years we have seen an erosion of this system within the branches--Congressmen structuring their districts to ensure reelection after reelection, political families that seem to be self-perpetuating in public office and the simultaneous restriction of the public voice in the form of the McCain-Feingold law. Democratic accountability is on the wane at the hands of those who have taken an oath to preserve and protect it. We would be remiss if we sat by idle while the blessings of liberty were in the process of being withheld from future generations.&lt;br /&gt;&lt;br /&gt;For these reasons, we must reject the nomination of Harriet Miers to the highest court in the land.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-112834398468545163?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/112834398468545163/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=112834398468545163&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112834398468545163'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112834398468545163'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/10/case-against-harriet-miers.html' title='The Case Against Harriet Miers'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-112017821969544919</id><published>2005-06-30T18:43:00.000-05:00</published><updated>2005-07-14T05:33:14.360-05:00</updated><title type='text'>Suicide Bombing: A Better Analysis</title><content type='html'>Robert Pape, an associate professor of political science at the University of Chicago, &lt;a href="http://www.chicagotribune.com/news/opinion/chi-0506290016jun29,0,3610018.story?coll=chi-newsopinioncommentary-hed"&gt;asserts&lt;/a&gt; that suicide bombing is primarily "&lt;span style="font-style:italic;"&gt;part of an organized campaign to compel a modern democracy to withdraw military forces from territory that the terrorists consider home&lt;/span&gt;". He is half right, that is unless one considers the whole of the Middle East and North Africa to be the territory of a new caliphate, portions of Sri Lanka to be the rightful homeland of a Marxist separatist group  (&lt;a href="http://news.bbc.co.uk/1/hi/world/south_asia/526407.stm"&gt;LTTE&lt;/a&gt;), and that native Iraqi forces are more foreign to Iraq than the foreign terrorists fighting against them. He is wholly correct that suicide bombing is a weapon of choice against modern democracies. What he leaves out is that those employing the technique have no inherent respect for life themselves nor are their aspirations of dominion necessarily popularly supported by those whose land they would possess. This defect in Pape's analysis leads to a conclusion that is wrongheaded at best, i.e. that we should "&lt;span style="font-style:italic;"&gt;begin a systematic withdrawal of ground troops from the region&lt;/span&gt;." In fact, the present administration policy of spreading democracy appears to be best suited to the problem of terror attacks by a precise analysis of Pape's own data.&lt;br /&gt;&lt;br /&gt;Pape errs by confusing correlation with causality in attempting to answer the question, "Why do terrorists attack using suicide bombs?" We are in agreement on the first part of the answer, "Because the method is effective against democracies." Suicide bombers unnerve democracies by simultaneously challenging the safety of its citizenry and its values--its inherent respect for life. We disagree on the inference that this method is an expression of a just cause to regain a lost homeland occupied by a foreign invader. It is more exact to say that the terrorists seek undemocratic control of territory carved out from weak or nascent democratic states and that these states are most likely to request assistance from other democracies.&lt;br /&gt;&lt;br /&gt;Whether in &lt;a href="http://en.wikipedia.org/wiki/Iraq"&gt;Iraq&lt;/a&gt;, &lt;a href="http://en.wikipedia.org/wiki/Israel"&gt;Israel&lt;/a&gt;, &lt;a href="http://en.wikipedia.org/wiki/Chechnya"&gt;Chechnya&lt;/a&gt;, or &lt;a href="http://en.wikipedia.org/wiki/Sri_Lanka"&gt;Sri Lanka&lt;/a&gt;, the situation is the same. The extent of the territory claimed by the terrorists generally conforms to its recruiting area. Thus democratic Iraq draws terrorists from Sunni areas of Iraq, Jordan, Saudi Arabia, and Syria, while Chechen, Sri Lankan, and Palestinian separatists are homegrown. The terrorists in Iraq envision that country as part of a wider Islamofascist state along the Medditeraean crescent.&lt;br /&gt;&lt;br /&gt;The appeal of the terrorist movement is an inverse function of the perceived legitimacy of the government it seeks to replace. The Tamils apparently see themselves as disenfranchised by the economic reforms of the 1970's. Meanwhile, the foreign fighters in Iraq are disenfranchised in their own countries and seek to control territory in what is to them a foreign land while the native Sunnis seek to reclaim the disproportionate share of power they possessed under the Hussein regime. The Chechen separatists are likewise a minority faction in the Russian Federation without the autonomy of other former Soviet republics. The extremeness of the terrorists' methods are more precisely a measure of the lack of popular support in the governing democracy for their claims, &lt;b&gt;not&lt;/b&gt; an indication of the legitimacy of their cause. For this reason the terrorists attack the people themselves. &lt;br /&gt;&lt;br /&gt;On the other hand, there are many counterexamples to Pape's thesis. Indians did not resort to suicidal terroristic tactics under &lt;a href="http://www.bbc.co.uk/history/state/empire/indian_rebellion_01.shtml"&gt;British occupation&lt;/a&gt;. Christian separatists in &lt;a href="http://en.wikipedia.org/wiki/East_Timor"&gt;East Timor&lt;/a&gt; and &lt;a href="http://en.wikipedia.org/wiki/Eritrea"&gt;Eritrea&lt;/a&gt; (or other areas of Africa) are not known for suicidal terroristic attacks. Likewise, occupations by democracies of formerly fascist countries after WWII did not result in campaigns of suicide bombing.  Even the famous &lt;a href="http://news.bbc.co.uk/onthisday/hi/dates/stories/may/31/newsid_2973000/2973209.stm"&gt;Buddhist&lt;/a&gt; suicides in Vietnam were in protest of a lack of enfranchisement, not a demonstration against a foreign occupier. One common distinction between conventional struggles and suicide bombing campaigns is the presence of a cult of nihilism in the terror movement. (Hitler's cult died with him). &lt;br /&gt;&lt;br /&gt;Pape offers no evidence to lead us to believe his complicated conclusion over this simpler assessment nor does he offer proof of a causal dependency between terrorist methods and the presence of foreign military forces in the territory claimed by the terrorists. Finally, please note that this simpler analysis is better supported by Pape's publicly released data than Pape's own conclusion. Of course, if doubt remains, we should always go directly to the &lt;a href="http://www.cnn.com/2005/WORLD/meast/01/23/iraq.main/"&gt;source&lt;/a&gt; and read what  the terrorists provide as a rationale to their supporters.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-112017821969544919?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/112017821969544919/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=112017821969544919&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112017821969544919'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/112017821969544919'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/06/suicide-bombing-better-analysis.html' title='Suicide Bombing: A Better Analysis'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-111690341452511195</id><published>2005-05-23T21:50:00.000-05:00</published><updated>2005-05-25T09:42:03.446-05:00</updated><title type='text'>Of Chess and Politics: Nominations</title><content type='html'>It is &lt;a href="http://www-groups.dcs.st-and.ac.uk/~history/Projects/MacQuarrie/Chapters/Ch4.html"&gt;theorized&lt;/a&gt; that in chess, it is possible for the player with the first move (white) to always win or at least draw (Dimand and Dimand). While no computer has yet proved this conjecture, this is the tendency in Grandmaster play. The player with the initiative (&lt;span style="font-style:italic;"&gt;tempo&lt;/span&gt;) can often use this initiative to gain positional or material advantage eventually leading to a situation where no matter what the opponent does, his next move will lead invariably to his doom (&lt;span style="font-style:italic;"&gt;zugzwang&lt;/span&gt;). The very fact that he must move becomes his greatest liability. Thus it is often with politics.&lt;br /&gt;&lt;br /&gt;In the latest Senate &lt;a href="http://patterico.com/2005/05/23/3054/the-text-of-the-deal/"&gt;agreement&lt;/a&gt;, the majority party triumphs through forcing the opponent into a position where he must filibuster or confirm the fact that a nominee’s background, temperament, or politics is not “extraordinary” (out of the mainstream of what is acceptable). In a move of political jujitsu, three strong, pro-life nominees will be confirmed as mainstream by the minority party in the Senate, to wit, Judges Pryor, Rogers, and Owens. It is now more difficult to make a &lt;span style="font-style:italic;"&gt;prima fascia&lt;/span&gt; case to the public that religious conservative jurists are “extreme” or “extraordinary”. &lt;br /&gt;&lt;br /&gt;These justices then become a standard by which later nominees might be judged to warrant the “extraordinary” measure of the judicial filibuster. Every new confirmed nominee from henceforth only raises the bar on what is an extraordinary circumstance as opposed to what is merely politically adverse. The strength of the majority party game is in its ability to pick the order of nominees for presentation for confirmation. The majority now can use its tempo to greater advantage in a game that is quickly becoming more and more determinant.&lt;br /&gt;&lt;br /&gt;On the other hand, the minority party is forced to react to the nominations by the limited commitment of whether or not to filibuster. Should they filibuster, others will have the opportunity to judge for themselves if an extraordinary case truly exists. This was and is always the political reality of the situation: the voters are deciding who is extreme and/or ineffectual. Should the filibuster be attempted (a cloture vote rejected), a good case will need to be made that the situation is truly extraordinary. If not, the “nuclear option” can be implemented under the same aforementioned agreement. &lt;br /&gt;&lt;br /&gt;Unlike exercise for the muscles, this prerogative to filibuster weakens the case for a future filibuster with repeated use—it no longer appears to be conducted as an “extraordinary” measure and so the nuclear option gains strength. The minority party must bear the risk of losing their weapon and is forced to err on the safe side, i.e. to allow the majority party to repeatedly raise the bar on their future use of this political tool. Effectively, the minority party is in a situation now where their disadvantage in &lt;span style="font-style:italic;"&gt;tempo&lt;/span&gt; has gained a position whereby &lt;span style="font-style:italic;"&gt;zugzwang&lt;/span&gt; may be achieved.&lt;br /&gt;&lt;br /&gt;The dark queen of the abortion lobby can no longer hold sway over her king. For the viability of the Democratic Party, the queen herself must now face the test. There are no more minor pieces left to sacrifice.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-111690341452511195?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/111690341452511195/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=111690341452511195&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111690341452511195'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111690341452511195'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/05/of-chess-and-politics-nominations.html' title='Of Chess and Politics: Nominations'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-111222488787330872</id><published>2005-03-31T12:13:00.000-05:00</published><updated>2005-03-31T19:11:27.593-05:00</updated><title type='text'>Occam's Razor: Terri Schiavo</title><content type='html'>The most baffling thing to me about the Terri Schiavo situation is how difficult people make it to be in the face of such simplicity.&lt;br /&gt;&lt;br /&gt;1. The government is executing a citizen that has not been accused of a capital offense.&lt;br /&gt;&lt;br /&gt;2. This is not permitted by the US Constitution&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Alright, I have corresponded with many people about this. The responses tend to fall along the lines:&lt;br /&gt;&lt;br /&gt;i. She is not a person&lt;br /&gt;ii. She is not being executed&lt;br /&gt;iii. Florida law says she can be executed&lt;br /&gt;iv. You are a right wing theocrat&lt;br /&gt;v. It all depends on the meaning of the word 'is'.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Frankly, no response above is both true and sufficient to refute the simple two point argument. If you are able to do this, I would be greatly obliged.&lt;br /&gt;&lt;br /&gt;UPDATE: The closest &lt;a href="http://errortheory.blogspot.com/2005/03/schiavos-due-process-interests-mirror.html"&gt;consideration&lt;/a&gt; of this fundamental issue that I have read to date comes from Alec Rawls at &lt;a href="http://www.errortheory.blogspot.com/"&gt;Error Theory&lt;/a&gt; and a &lt;a href="http://www.nationalreview.com/comment/franck200503300802.asp"&gt;discussion&lt;/a&gt; of the Supreme Court's role in breaching individual sovereignty by Matthew Franck.&lt;br /&gt;&lt;br /&gt;UPDATE: This &lt;a href="http://www.weeklystandard.com/Content/Public/Articles/000/000/005/421fubzy.asp?pg=1"&gt;summary&lt;/a&gt; by William Anderson is also well worth reading. My sole disagreement is over the rectitude of withholding fluids from those in an "irreversible deep coma". Anderson is a neurologist, so I understand that there may be some meaning to the phrase that escapes me. However, I would draw the line only at "brain death" as the irreversibility and true nature of a "deep" coma is not knowable at this time.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-111222488787330872?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/111222488787330872/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=111222488787330872&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111222488787330872'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/111222488787330872'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/03/occams-razor-terri-schiavo.html' title='Occam&apos;s Razor: Terri Schiavo'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-110903830032181537</id><published>2005-02-21T20:55:00.000-05:00</published><updated>2005-03-18T12:29:12.116-05:00</updated><title type='text'>Deductions from Minimal Information: Terri Schiavo</title><content type='html'>I have deduced the following in respect to the Terri Schiavo affair:&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;1.  It is unlikely that the husband is responsible for the initial injury.&lt;br /&gt;(Why would he call Terri's father to assist while she was still alive?)&lt;br /&gt;&lt;br /&gt;2.  The Schindlers and Schiavo are mutually antagonistic.&lt;br /&gt;(More or less a simple observation)&lt;br /&gt;&lt;br /&gt;3.  Terri is now being used as a pawn by both the pro-life and the euthanasia movements.&lt;br /&gt;&lt;br /&gt;4.  It is impossible to know what are Terri's wishes here. It is irresponsible to assume that she would wish to starve to death. &lt;br /&gt;&lt;br /&gt;5.  The Florida Courts are hopelessly dysfunctional. In particular, Judge Greer is acting outside the law.&lt;br /&gt;&lt;br /&gt;6.  Under present conditions, it is unlikely that Gov. Bush will provoke a Constitutional crisis.&lt;br /&gt;&lt;br /&gt;7.  It is possible that Terri's condition may improve in the future. In the next ten years, we may have the means to radically improve her condition.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Conclusion:&lt;br /&gt;&lt;br /&gt;The best strategy for a happy resolution is to have a 3rd party benefactor intervene and offer a mutually satisfactory solution. The husband deserves some compensation to this effect. He should relinquish custody to the parents.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Everyone is invited to challenge these deductions and conclusion. Please be prepared to support your contentions.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-110903830032181537?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/110903830032181537/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=110903830032181537&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110903830032181537'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110903830032181537'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/02/deductions-from-minimal-information.html' title='Deductions from Minimal Information: Terri Schiavo'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-110875022182137865</id><published>2005-02-18T12:58:00.000-05:00</published><updated>2005-02-23T20:36:17.446-05:00</updated><title type='text'>Terri Schiavo Pledge Drive</title><content type='html'>I want to test a proposition in reference to the &lt;a href="http://news.google.com/news?q=Terri+Schiavo&amp;hl=en&amp;lr=&amp;client=firefox-a&amp;rls=org.mozilla:en-US:official_s&amp;sa=N&amp;tab=nn&amp;oi=newsr"&gt;Terri Schiavo&lt;/a&gt; affair.&lt;br /&gt;&lt;br /&gt;It seems clear to me at least that the motivation of the "husband" was originally monetary and is now both monetary and pride. If offered enough money (something over $50,000), would the "husband" relinquish custody of Terri to her parents? I will put forward $5000 myself to test this idea.&lt;br /&gt;&lt;br /&gt;If anyone else is interested, reply in comment here with your proper e-mail address, name, and amount you are willing to make available by PayPal to the Schindlers or a third-party trust. We will go through the logistics of directing the funds Monday before midnight should we reach an amount pledged of over $60,000 and a guarantee from the husband of acceptance of the offer. &lt;br /&gt;&lt;br /&gt;This is a bit different from typical pledge drives; this is equivalent to the question: &lt;strong&gt;"How much would you be willing to pay by Monday so that Terri would be released to the custody of her parents?"&lt;/strong&gt; &lt;br /&gt;&lt;br /&gt;Naturally, this is at the cost of some privacy (name, amount, and e-mail). That is a facet of the proposition.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;BTW, I have corresponded with some on this idea -- just a little. One objection is that this has already been tried. However, the &lt;a href="http://www.terrisfight.org/documents/SettlementLetter10-04.pdf"&gt;offer&lt;/a&gt; (HT Hidden Nook) does not give the "husband" anything better than that which he already has claim. It only offers to give the "husband" Terri's estate after her natural death. He would get much more by killing her ASAP. The &lt;a href="http://www.gopinsight.com/2005/02/new-message-from-terris-father.php"&gt;assessment&lt;/a&gt; from the father that I read was that the impasse was primarily motivated by greed on the part of the "husband". &lt;br /&gt;&lt;br /&gt;Let's cut this &lt;a href="http://www.geocities.com/~jlhagan/fineart/gallery3.htm"&gt;Gordian Knot&lt;/a&gt;.&lt;br /&gt; &lt;br /&gt;++++++++++++++++++++++++++++++++++++++++++++++&lt;br /&gt;&lt;br /&gt;Please check my &lt;a href="http://info-theory.blogspot.com/2005/02/deductions-from-minimal-information.html"&gt;Deductions  from Minimal Information: Terri Schiavo&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;++++++++++++++++++++++++++++++++++++++++++++++&lt;br /&gt;&lt;br /&gt;It is now midnight EST. The offer has expired.&lt;br /&gt;Let's see how the rest of this game evolves. Things to watch:&lt;br /&gt;&lt;br /&gt;1. Does the pro-life side have a guaranteed option hidden?&lt;br /&gt;2. Is it possible for the Florida court system to find a new low?&lt;br /&gt;3. Are there other random variables to enter the mix?&lt;br /&gt;4. Will keeka get a good deal on the handbag?&lt;br /&gt;&lt;br /&gt;For those interested: I had made my $5000 pledge available independent of the total pledge through the lawyer, Felos, earlier today (since it was not clear that we would reach the $60,000 target). All we know from the fact that I got no response is either he does not read his mail or $5000 was not enough to provoke a response. We don't know if he ever informed his client, Schiavo.&lt;br /&gt;&lt;br /&gt;++++++++++++++++++++++++++++++++++++++++++++++&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;strong&gt;Latest&lt;/strong&gt;: With yet another last minute stay, we might as well try try again. Why not? It costs nothing but a little time.&lt;br /&gt;&lt;br /&gt;Please see the latest &lt;a href="http://info-theory.blogspot.com/2005/02/terri-schiavo-pledge-drive-ii.html"&gt;effort&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;++++++++++++++++++++++++++++++++++++++++++++++&lt;br /&gt;&lt;br /&gt;Here is a genius idea from keeka at &lt;a href="http://www.modeling101.blogspot.com/"&gt;Modeling 101&lt;/a&gt;: &lt;br /&gt;   Put up something of value for an eBay auction&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;The individual involved will need to handle the proceeds themselves since there is no corporate partner involved. However, I would be happy to provide a link to the auction. In fact, that would be fun to see the bidding.&lt;br /&gt;&lt;br /&gt;If you would like to do this, please set 10:00AM EST Monday as the termination time of the auction. For now, please use the comment section for the link to the auction. I will collect these links and move them into the body of this post as often as possible.&lt;br /&gt;&lt;br /&gt;Nice thinking keeka!&lt;br /&gt;&lt;br /&gt;===============================================&lt;br /&gt;Auctions:&lt;br /&gt;&lt;br /&gt;&lt;a href="http://cgi.ebay.com/ws/eBayISAPI.dll?ViewItem&amp;category=63852&amp;item=6745499965&amp;rd=1"&gt;Pieri Designs Handbag &lt;br /&gt;&lt;/a&gt;  Authenic HOT Designer Bag&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-110875022182137865?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/110875022182137865/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=110875022182137865&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110875022182137865'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110875022182137865'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/02/terri-schiavo-pledge-drive.html' title='Terri Schiavo Pledge Drive'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-110187535971192765</id><published>2005-01-21T13:27:00.000-05:00</published><updated>2005-12-30T17:05:15.590-05:00</updated><title type='text'>Understanding Mutual Information</title><content type='html'>The mutual information between random variables, &lt;i&gt;I(X,Y)&lt;/i&gt; is a measure of information overlap, i.e. &lt;i&gt;I(X,Y) = H(X) - H(X|Y) = H(Y) - H(Y|X)&lt;/i&gt; where &lt;i&gt;H()&lt;/i&gt; is a measure of entropy/information. Information is a nebulous concept so we define information here to be equivalent to entropy -- a functional of the probability density function of the random variable. Mutual information between random variables is then a probabilistic measure.  It is a measure of the probability of relating the two variables regardless of the form of the relationship that might be applied. If the pdf of a random variable is not known, then the entropy must be estimated from an estimate of the pdf. A consistent and straightforward method of estimating the entropy functional is by substitution of the pdf estimate for the pdf in the entropy function. In this case, the estimation of the probability of relating variables is dependent directly on the statistical properties of the joint pdf estimate of the r.v.s.&lt;br /&gt;&lt;br /&gt;If we are without any knowledge of the random variables that might be used to form the estimate of their pdf, the frequentist method of estimation is all that is available. The relative number of occurrences of an observation of the variables is the estimate of the probability of that event over those measurement values. The grouping of occurrences can be done several ways typically either by kernels or by histograms. Again, without &lt;i&gt;a priori&lt;/i&gt; knowledge of the r.v.s, we favor uniform histograms for their computationally efficiency. The drawback of histograms is that they enforce a discrete partition on the observations regardless of whether the underlying process that generated the r.v.s is discrete or not. However, when the dimensionality of the data is even moderately great and the number of observations is fixed, any benefit in the use of smooth kernels in approximating the pdf of a continuous process is negligible. Since we envision a locally smooth method of reconstruction of the process relationship based on the local estimates of MI, the discreteness of histograms is not a primary concern.&lt;br /&gt;&lt;br /&gt;The partitioning of the variable space by bins gives us a basis for making local relations between the variables (assuming a causal relation we will label these as 'input' and 'output'). Ideally, a local bijection exists between each input and output bin. A necessary and sufficient condition for this existence is that the joint probability of the input/output bin in the input/output space is equal to its marginal probability in both the input and output spaces. Of course, a bijection may not exist between the events that fall into the bin, only the bins themselves.&lt;br /&gt;&lt;br /&gt;Entropy is the (negative of the) expectation of the logarithm of the pdf of a r.v. Unlike linear measures of concentration, the logarithm used in the entropy functional has the effect of disproportionately weighting the differences in a distribution between bins so that the closer to equivalency the distribution of probability mass between bins, the lesser the change in entropy. Conversely, small deviations from concentrations of probability mass lead to disproportionately greater differences in entropy. &lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/h.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/h.jpg" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;Note that the linear distributive probability relation demonstrated here is unique to the logarithm among other functions with the property previously mentioned.&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/h1.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/h1.jpg" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;For continuous processes, the relation between joint and marginal partitions will tend to be symmetric in the joint space. In general, the mutual information between two random variables can be visualized as the degree to which the probability masses of the partitions in of one marginal space can be traced through the joint space to the marginal distribution of the other variable. The more certain this can be done, the stronger and more accurate will be the mapping between the divisions of the variables. This is then the basis for a global mapping between the variables that is statistically robust and measurably accurate.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-110187535971192765?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/110187535971192765/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=110187535971192765&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110187535971192765'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110187535971192765'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2005/01/understanding-mutual-information.html' title='Understanding Mutual Information'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-110426054787941427</id><published>2004-12-28T14:00:00.000-05:00</published><updated>2004-12-28T14:44:41.476-05:00</updated><title type='text'>Connections and Consistency</title><content type='html'>One obvious question that arises from the &lt;a href="http://info-theory.blogspot.com/2004/09/transnational-liberalism.html "&gt;TNL&lt;/a&gt; post is “Why should the progressive player seek an interior solution?”  For that matter, “Why should the conservative player seek an exterior solution?”  Neither of these questions was directly addressed in the post.  However, the personality-political affiliation &lt;a href="http://info-theory.blogspot.com/2004/11/information-divergence-in-political.html "&gt;study&lt;/a&gt; does give a hint to the answer to these questions.  Remember, it is a remarkable fact that there is a measurable personality difference between liberals and conservatives.  &lt;br /&gt;&lt;br /&gt;We found that the primary intrinsic information-processing distinction between self-described progressives/liberals and conservatives was that liberals “feel” while conservatives “think”.  Both terms should be understood in the context of the study.  They tell us how about the mode of decisions making of the individual based on information presented by the environment.  The distinction is not a product of the moral status of the decision maker, but the mode of decision does have moral implications.  Since the vast majority of individuals consider themselves to be “good” in a moral sense irregardless of political affiliation, the distinction must be a function of how we judge the imperatives of good action in relation to the environment.&lt;br /&gt;&lt;br /&gt;The conservative makes decision based on discrete, measurable actions on his environment.  Rationalism is a method of organizing the environment in a logically consistent method such that the environmental entropy is reduced.  That entropy which cannot be reduced is treated in such a way that it does not enter the moral calculus.  Thus, the misfortunes of Job were a test of fidelity while other randomness is ascribed to either the unavoidable byproduct of physical laws of creation or the consequences of other’s actions for which a collective moral consequence is assumed.  There is moral order in the environment of the conservative because the conservative believes that he acts on the environment for a moral purpose.  Internal feelings of happiness or guilt are a consequence of this measurable action. Feeling follows thinking.&lt;br /&gt;&lt;br /&gt;The moral viewpoint of the progressive is not primarily a function of his perceived action on the environment.  His judgement of good and bad action is more directly a result of his internal harmony, i.e. "feeling".  The conflict which arises from discordant forces is to be minimized for the maximization of the good of the liberal -- conflict is inherently bad.  Thus progressives do not seek to interact at odds with the environment; they seek consensus.  This is by definition the search for an interior solution as the social/economic model is defined.  The external environment is rationalized to come into agreement with internal needs and desires.  Thinking follows feeling.&lt;br /&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-110426054787941427?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/110426054787941427/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=110426054787941427&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110426054787941427'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110426054787941427'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/12/connections-and-consistency.html' title='Connections and Consistency'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-110342499709960244</id><published>2004-12-18T21:24:00.000-05:00</published><updated>2004-12-18T22:05:35.166-05:00</updated><title type='text'>Human Transactions</title><content type='html'>We transact with others on a continuum of trust and power. On one end of the spectrum, what we receive from the transaction cannot be differentiated from a gift.  On the other end, it is a product of force and power applied to another. One relationship relies on human intuition to be profitable; the other is a product of brute calculation. As individuals in a generic situation we chose to transact on that basis that we expect to yield the more favorable result.  That decision is a product of our personality and experience.  When transacting with other humans with whom we have no prior experience, we proceed according to a characteristic bias.  This same bias is also projected on anthropomorphized institutions such as government and corporations. &lt;br /&gt;&lt;br /&gt;The continuum of interaction is directly correspondent to the feeling/thinking axis of decision making that differentiates liberals and conservatives.  Conservatives tend to view government as best suited to taking a limited, contractual relationship with the governed.  Meanwhile, liberals seek a paternalistic government that “feels their pain”.  So, our approach to politics is again an extension of our personalities.  We should be aware of the bias that we bring to our deliberations of problems that we wish to objectify; the best solution applies uniformly to the mass of society and not to ourselves alone.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-110342499709960244?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/110342499709960244/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=110342499709960244&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110342499709960244'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/110342499709960244'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/12/human-transactions.html' title='Human Transactions'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109987982613291216</id><published>2004-11-13T19:09:00.000-05:00</published><updated>2005-12-30T16:33:39.286-05:00</updated><title type='text'>Information-Theoretic Dependency Analysis</title><content type='html'>If there were only one criterion in one dimension with which to differentiate the conservatives and liberals out of the four Myers-Briggs factors, then the summary results would be sufficient to answer the question. However, people are not so single dimensional; we expect that the political affiliation decision to be a more complex function of personality.&lt;br /&gt;&lt;br /&gt;Let’s first loosen the condition that the differentiation must be a single boundary in one dimension. Let’s allow that along this dimension there could be clusters of liberal and clusters of conservative respondents separated by multiple boundaries. So instead of a measure of central tendency such as the mean or correlation, we need a more general metric of dependency to determine which dimensions of personality tend to separate respondents according to their political affiliation. The measure of choice is the mutual information (MI) between the distributions of the respondents' political affiliation and the respondents' Myers-Briggs scores in each dimension. These totals are shown below where the number of bins is chosen to equally resolve all Myers-Briggs totals for our sample down to the individual question level:&lt;br /&gt;&lt;br /&gt;&lt;table border="1"&gt; &lt;tr&gt;&lt;td&gt;Dimension&lt;/td&gt;&lt;td&gt;Bins&lt;/td&gt;&lt;td&gt;MI (nats)&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td&gt;Focus &lt;/td&gt; &lt;td&gt;18&lt;/td&gt;  &lt;td&gt;0.096&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;Processing&lt;/td&gt;  &lt;td&gt;16&lt;/td&gt;  &lt;td&gt; 0.142&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;&lt;td&gt;Decision Making&lt;/td&gt;  &lt;td&gt;18&lt;/td&gt;  &lt;td&gt;0.176&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td&gt;Organizing&lt;/td&gt;  &lt;td&gt;19&lt;/td&gt;  &lt;td&gt;0.143&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;Age&lt;/td&gt;&lt;td&gt; 19&lt;/td&gt;  &lt;td&gt;0.106&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;Gender&lt;/td&gt; &lt;td&gt;2&lt;/td&gt;  &lt;td&gt;0.074 &lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;br /&gt;&lt;br /&gt;The objective is to be able to assign each of the uniformly distributed bins to a certain political affiliation of the four different possibilities (weak/strong and conservative/liberal). To do this we want to use that information that has the closest one-to-one relationship with the distribution of the respondent’s political affiliation. This is the dimension with the highest MI value.  The total information to be covered in the output dimension of political affiliation is 1.14 nats (natural units). So, while the decision making dimension is still the most potentialy descriptive of political affiliation, it is by no means comprehensive. It is possible that there is complementary information in another dimension that will yield a better discriminant. &lt;br /&gt;&lt;br /&gt;Let's now expand the investigation into two dimensions while reducing the number of bins in each dimension to nine (gender is included with two bins) in order that the proportion of total bins to data records remain above three. The first 6 of the 15 combinations in rank order are:&lt;br /&gt;&lt;br /&gt;&lt;table border="1"&gt; &lt;tr&gt;&lt;td&gt;Dimensions&lt;/td&gt;&lt;td&gt;MI (nats)&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td&gt;(Processing; Decision Making) &lt;/td&gt; &lt;td&gt;0.391&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Decision Making; Age)&lt;/td&gt;&lt;td&gt; 0.379&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;&lt;td&gt;(Focus; Decision Making)&lt;/td&gt; &lt;td&gt;0.376&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td&gt;(Decision Making; Organizing)&lt;/td&gt;  &lt;td&gt;0.363&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Focus; Processing)&lt;/td&gt;&lt;td&gt;0.363&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Focus; Organizing)&lt;/td&gt;  &lt;td&gt;0.357&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;For a more direct comparison with the single dimension results let's limit the grid to 4x4 for a total of 16 bins:&lt;br /&gt;&lt;br /&gt;&lt;table border="1"&gt; &lt;tr&gt;&lt;td&gt;Dimensions&lt;/td&gt;&lt;td&gt;MI (nats)&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td&gt;(Processing; Decision Making) &lt;/td&gt; &lt;td&gt;0.196&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Processing; Gender)&lt;/td&gt;&lt;td&gt; 0.180&lt;/td&gt; &lt;/tr&gt;  &lt;tr&gt; &lt;td&gt;(Decision Making; Organizing)&lt;/td&gt;  &lt;td&gt;0.173&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Decision Making; Age)&lt;/td&gt;&lt;td&gt; 0.157&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Decision Making; Gender)&lt;/td&gt; &lt;td&gt;0.150&lt;/td&gt;&lt;/tr&gt;  &lt;tr&gt; &lt;td&gt;(Focus; Decision Making)&lt;/td&gt; &lt;td&gt;0.144&lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td&gt;(Organizing; Gender)&lt;/td&gt; &lt;td&gt;0.136&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;  &lt;td&gt;(Focus; Organizing)&lt;/td&gt;  &lt;td&gt;0.120&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;  &lt;td&gt;(Focus; Processing)&lt;/td&gt;&lt;td&gt;0.117&lt;/td&gt; &lt;/tr&gt; &lt;/table&gt;&lt;br /&gt;&lt;br /&gt;It is clear that a better differentiation in general can be had with certain combinations of two dimensions rather than just one.  In this case the dimensions of processing and decision making should provide us with significant information by which to distinguish many conservatives from liberals. The plot below demonstrates this fact (red diamonds = conservatives; blue squares = liberals):&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/nt.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/nt.jpg" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;Compare the simplicity and efficiency of that discriminant to the dual case:&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/ij.jpg"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/ij.jpg" border="0" alt="" /&gt;&lt;/a&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109987982613291216?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109987982613291216/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109987982613291216&amp;isPopup=true' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109987982613291216'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109987982613291216'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/11/information-theoretic-dependency.html' title='Information-Theoretic Dependency Analysis'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109979697985044727</id><published>2004-11-06T22:08:00.000-05:00</published><updated>2005-07-01T02:43:51.450-05:00</updated><title type='text'>Information Divergence in Political Affiliation</title><content type='html'>The way that we process the information around us leads ultimately to the decisions we make.  One such decision is our choice of political affiliation.  Is our choice of political party the result of the characteristic way in which we have learned to &lt;a href="http://info-theory.blogspot.com/2004/11/myers-briggs-information-model.html"&gt;process information&lt;/a&gt;, &lt;em&gt;i.e.&lt;/em&gt; our personality, or is it the result of our calculation of a number of issues? It turns out that our personality plays a statistically significant role in our political outlook.  This fact is a major result of a study of blog readers conducted over the month of October.  The preliminary results of this study also tells us something of &lt;em&gt;how&lt;/em&gt; we differ. &lt;br /&gt;&lt;br /&gt;The vast majority of respondents to the &lt;a href="http://info-theory.blogspot.com/2004/10/political-affiliation-personality.html"&gt;personality-political affiliation study&lt;/a&gt; were solicited from the political discussion websites &lt;a href="http://www.polipundit.com/"&gt;PoliPundit&lt;/a&gt; and &lt;a href="http://www.dailykos.com/"&gt;DailyKos&lt;/a&gt;.  Both sites are dominant attractors of those interested in political discussion and news from the right and left, respectively.  Both allow the posting of user comments in regard to topics of interest.  The DailyKos is somewhat less restrictive as it also allows the posting of user created threads of discussion while Polipundit threads are topic driven (here a link to the study was provided by the site administrators).  It is expected that these two sites would generate respondents representative of the political core of the two US political parties. &lt;br /&gt;&lt;br /&gt;The study used the &lt;a href="http://www.humanmetrics.com/cgi-win/jungtype.htm"&gt;Myers-Briggs &lt;/a&gt;test to measure personality. The Myers-Briggs dimensions are translated here as values between 100 and &amp;#8722;100 with the positive values corresponding to the INTJ personality type (negative values to ESFP). Each question has equal absolute value. The total value of the questions per respondent along a dimension is divided by the number of questions answered, scaled to the range, and rounded to the nearest integer. Zero is arbitrarily assigned a unit value for representation to the respondent by Humanmetrics.  Here, the zero totals are reassigned to zero before data analysis.  The basic statistics of the respondents are summarized below.&lt;br /&gt;&lt;br /&gt;&lt;strong&gt;Single Factor Summary Statistics&lt;/strong&gt; (mean / std)&lt;br /&gt;&lt;table border=1 cellspacing=0 cellpadding=0&gt; &lt;tr&gt;  &lt;td valign=center style='width:65px;border:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Group&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:37px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Number&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Focus&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:66px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Processing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:87px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Decision&lt;br /&gt;  Making&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:75px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Organizing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:73px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Age&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Weak&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;45&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.98 /&lt;br /&gt;  40.99&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;36.80 /&lt;br /&gt;  36.13&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p &gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;22.80 /&lt;br /&gt;  38.57&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;22.40 /&lt;br /&gt;  36.87&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.00 /&lt;br /&gt;  9.50&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Strong &lt;br /&gt; &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;222&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;21.99 /&lt;br /&gt;  44.78&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;42.21 /&lt;br /&gt;  34.65&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;13.77 /&lt;br /&gt;  39.36&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;18.92 /&lt;br /&gt;  43.65 &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.21 /&lt;br /&gt;  11.16&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Male&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;166&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;23.30 /&lt;br /&gt;  44.31&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;40.50 / 34.07&lt;/font&gt;&lt;/span&gt;&lt;/p&gt; &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;25.15 /&lt;br /&gt;  35.85&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;20.83 /&lt;br /&gt;  41.10&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.83 /&lt;br /&gt;  11.41&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt;&lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Female&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;101&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;24.29 /&lt;br /&gt;  44.36&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;42.61 /&lt;br /&gt;  36.36 &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;&amp;#8722;0.90&lt;br /&gt;  / 39.52&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;17.33 /&lt;br /&gt;  44.91&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.31 /&lt;br /&gt;  10.03&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Conservative&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;137&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;21.45 /&lt;br /&gt;  42.63&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.60 /&lt;br /&gt;  33.60&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;28.73 /&lt;br /&gt;  37.04&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;30.57 /&lt;br /&gt;  40.68&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.83 /&lt;br /&gt;  11.51&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Liberal&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;130&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;26.02 /&lt;br /&gt;  45.94&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;49.41 /&lt;br /&gt;  34.52&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;1.13 /&lt;br /&gt;  36.66&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;7.85 /&lt;br /&gt;  41.46&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.14 /&lt;br /&gt;  10.16&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;br /&gt;The greatest difference between conservatives and liberals appears to arise along the decision making dimension.  However, it is noted that there is also a gender distinction between the respondents in this same dimension. To investigate whether this gender gap is the reason for the political distinction, we need to separate by gender and look more closely. The double factor summary statistics are shown next.&lt;br /&gt;&lt;br /&gt;&lt;strong&gt;Double Factor Summary Statistics&lt;/strong&gt; (mean / std)&lt;br /&gt;&lt;table class=MsoTableGrid border=1 cellspacing=0 cellpadding=0&gt; &lt;tr&gt;  &lt;td valign=center style='width:77px;border:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Group&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:44px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Number&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:72px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Focus &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:68px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Processing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:80px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Decision&lt;br /&gt;  Making&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Organizing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:64px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Age&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Weak Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;29&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;27.97 / 43.47&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;40.66 / 27.33&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;30.10/ 34.55&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;28.00/ 39.08&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.83 / 10.07&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Strong &lt;br /&gt;  Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;108&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;19.70 / 42.44&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.70 /&lt;br /&gt;  34.96&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;28.37 / 37.83&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.26 / 41.25&lt;br /&gt;  &lt;/font&gt;  &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;40.10 /&lt;br /&gt;  11.90&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Weak Lib&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;16&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.25 / 36.25&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;29.81 / 48.51&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;9.56 / 42.97&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;12.25 / 31.09&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;36.50 / 8.46&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Strong Lib&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;114&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;24.16 / 46.97&lt;/font&gt;&lt;/span&gt;&lt;/p&gt; &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;52.17 / 31.39&lt;br /&gt;  &lt;/font&gt;  &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;&amp;#8722;0.05&lt;br /&gt;  / 35.75&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;7.22 / 42.79&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.37 /&lt;br /&gt;  10.39&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Weak Male&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;26&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;32.00 / 41.16&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.58 / 29.51&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.35 / 32.59&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;23.50 / 39.09&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.08 / 10.34&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Strong&lt;br /&gt;  Male&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;140&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;21.69 / 44.83&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;40.67 /&lt;br /&gt;  34.94&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;23.63 /&lt;br /&gt;  36.32&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;20.33 /&lt;br /&gt;  41.58&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.96 / 11.62&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Weak&lt;br /&gt;  Female&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;19&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.95 /&lt;br /&gt;  41.92&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.00 /&lt;br /&gt;  44.21&lt;/font&gt;&lt;/span&gt;&lt;/p&gt; &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;8.37 /&lt;br /&gt;  42.21&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;20.89 /&lt;br /&gt;  34.60&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;37.89 /&lt;br /&gt;  8.49&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Strong&lt;br /&gt;  Female&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;82&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;22.51 /&lt;br /&gt;  44.97&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;44.84 /&lt;br /&gt;  34.22&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;&amp;#8722;3.05&lt;br /&gt;  / 38.83&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;16.50 /&lt;br /&gt;  47.12&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.63 /&lt;br /&gt;  10.37&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Male Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;109&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;21.97 /&lt;br /&gt;  43.61&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;35.58 /&lt;br /&gt;  35.12&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.27 /&lt;br /&gt;  35.06&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;29.52 /&lt;br /&gt;  39.24&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.31 /&lt;br /&gt;  11.50&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt; &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Male Lib&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;57&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;25.84 /&lt;br /&gt;  45.89&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;49.91 /&lt;br /&gt;  30.03&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;9.63 /&lt;br /&gt;  32.28&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;4.21 /&lt;br /&gt;  39.76&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;37.89 /&lt;br /&gt;  11.27&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Female Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;28&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;19.43 /&lt;br /&gt;  39.24&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;25.89 /&lt;br /&gt;  25.96&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;11.11 /&lt;br /&gt;  39.88&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;34.64 /&lt;br /&gt;  46.44&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;41.86 /&lt;br /&gt;  11.55&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:77px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Female Lib&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:44px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;73&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:72px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;26.15 /&lt;br /&gt;  46.30&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:68px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;49.03 /&lt;br /&gt;  37.85&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:80px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;&amp;#8722;5.51&lt;br /&gt;  / 38.67&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;10.68 /&lt;br /&gt;  42.79&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:64px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.33 /&lt;br /&gt;  9.28&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt;&lt;/table&gt;&lt;br /&gt;Under the assumption of normality, there is less than a 6% probability that female repondents are not differentiated by their decision making metrics while there is a statistically insignificant possiblitiy that the same is true in the case of the males by the two-sample t-test.  As a result of the Lilliefors test of normality at a significance level of 0.05, we find that all samples except male conservatives can be assummed to satisfy the normality condition.  This is likely due to the fact that the mean decision making index for male conservatives is much higher than the center of the finite index. Therefore, to satsify the hypothesis we will examine the statistical breakdown of male conservatives in the study a bit closer. The relevant triple factor statistical summary is shown below.&lt;br /&gt;&lt;br /&gt;&lt;strong&gt;Selected Triple Factor Summary Statistics&lt;/strong&gt; &lt;br /&gt;&lt;em&gt;Strong Political Affiliation&lt;/em&gt; (mean / std)&lt;br /&gt;&lt;table border=1 cellspacing=0 cellpadding=0&gt; &lt;tr&gt;  &lt;td valign=center style='width:65px;border:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;br /&gt;&lt;font size="1"&gt;Group&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:37px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Number&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Focus&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:66px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Processing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:87px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Decision&lt;br /&gt;  Making&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;  &lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:75px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Organizing&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td valign=center style='border-right:1.0pt solid windowtext; border-top:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:73px;border-left:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Age&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Male Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;88&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;20.41 /&lt;br /&gt;  43.87&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.63 /&lt;br /&gt;  36.02&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p &gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;33.38 /&lt;br /&gt;  35.29&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt; &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.15 /&lt;br /&gt;  38.89&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;39.34 /&lt;br /&gt;  11.75&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Male Lib &lt;br /&gt; &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;52&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;23.85 /&lt;br /&gt;  46.75&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;52.60 /&lt;br /&gt;  29.71&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;7.13 /&lt;br /&gt;  32.10&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;2.04 /&lt;br /&gt;  39.88 &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.32 /&lt;br /&gt;  11.49&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt; &lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Female Con&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;20&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;16.60 /&lt;br /&gt;  36.28&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;23.25 / 29.17&lt;/font&gt;&lt;/span&gt;&lt;/p&gt; &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;6.35 /&lt;br /&gt;  41.61&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;31.75 /&lt;br /&gt;  51.56&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;43.45 /&lt;br /&gt;  12.28&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt; &lt;/tr&gt;&lt;tr&gt;  &lt;td valign=center style='border-left:1.0pt solid windowtext; border-right:1.0pt solid windowtext; border-bottom:1.0pt solid windowtext; width:65px;border-top:medium none;padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;&lt;br /&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;Female Lib&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:37px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;62&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:65px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;24.42 /&lt;br /&gt;  47.54&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:66px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;51.81 /&lt;br /&gt;  32.98 &lt;/font&gt; &lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:87px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;&amp;#8722;6.08&lt;br /&gt;  / 37.74&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:75px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;11.58 /&lt;br /&gt;  44.94&lt;/font&gt;&lt;/span&gt;&lt;/p&gt;  &lt;/td&gt;  &lt;td valign=center style='width:73px;border-top:medium none;border-left:&lt;br /&gt;  medium none;border-bottom:1.0pt solid windowtext;border-right:1.0pt solid windowtext;&lt;br /&gt;  padding-left:5.4pt; padding-right:5.4pt; padding-top:0in; padding-bottom:0in' align="center"&gt;  &lt;p class=MsoNormal&gt;&lt;span style='font-family:Arial'&gt;&lt;font size="1"&gt;38.40 /&lt;br /&gt;  9.46&lt;/font&gt;&lt;/span&gt;&lt;/p&gt; &lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;&lt;br /&gt;&lt;br /&gt;While the standard deviations of the male conservative (both strong and weak) and strong male conservative subsamples are very nearly equal as is likewise the case for the liberal males, the mean of the strongly partisan samples are even more greatly separated along the decision making dimension than the combined samples.  Therefore the lack of normality of the strong conservative male sample is such that the distinction would be even greater than what one would expect had the subsample satisfied the Lilliefors test. We therefore conclude that &lt;em&gt;there is a statistically significant difference between the way in which politically affiliated liberals and conservatives process information&lt;/em&gt;. Specifically, liberals are more &lt;strong&gt;feeling&lt;/strong&gt; while conservatives are more &lt;strong&gt;thinking&lt;/strong&gt;.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;An explicit discrimination of the sample described by the &lt;a href="http://info-theory.blogspot.com/2004/11/myers-briggs-information-model.html"&gt;model&lt;/a&gt; is shown &lt;a href="http://info-theory.blogspot.com/2004/11/information-theoretic-dependency.html"&gt;here&lt;/a&gt;.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Data available by e-mail request.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109979697985044727?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109979697985044727/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109979697985044727&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109979697985044727'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109979697985044727'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/11/information-divergence-in-political.html' title='Information Divergence in Political Affiliation'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109979690911426411</id><published>2004-11-06T22:07:00.000-05:00</published><updated>2005-12-30T16:02:17.786-05:00</updated><title type='text'>The Myers-Briggs Information Model</title><content type='html'>&lt;em&gt;Autonomous Learning System Model&lt;/em&gt;&lt;br /&gt;&lt;br /&gt;We swim in a stream of information.  How we relate to this information defines how we perceive ourselves and determines how we act.  We filter, process, incorporate, evaluate, and direct our search for additional information based on its perceived utility. We have free will yet we respond to new information in a characteristic manner. &lt;br /&gt;&lt;br /&gt;In the frequency domain, high information rates correspond to high frequencies while lower frequencies carry fundamental information content by which the more discrete high frequency information quanta are biased.  In this setting, information is processed through filters that are characterized by relative passband and gain which together determine the spectrum of information output through the filter.  Since this method of understanding information flows is common in the communication field, let me propose the following model of the individual as an autonomous learning system:&lt;br /&gt;&lt;br /&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://photos1.blogger.com/blogger/956/582/1600/model.png"&gt;&lt;img style="display:block; margin:0px auto 10px; text-align:center;cursor:pointer; cursor:hand;" src="http://photos1.blogger.com/blogger/956/582/320/model.jpg" border="0" alt="" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;br /&gt;Cognition is the state of the structure of the mind which results from the characteristic processing of information over time.  In this way useful information is encoded and stored for future reference.  The state of cognition is constantly being acted upon by the filtered information stream which in turn acts through the evaluation of that input to condition incoming information streams.  Cognition directs how the individual filters are adaptively tuned.&lt;br /&gt;&lt;br /&gt;The prefilter is adjusted to select those sources of information that are perceived to be of greatest utility in our environment and we act on that environment ourselves through the filtered cognitive output. The system reaches an optimal stability point when all filters are adjusted for the maximal encoding of useful information into the cognitive structure. It is not necessary for the stability point to be optimal in this regard. All stability points are representative of a characteristic response of the individual.&lt;br /&gt;&lt;br /&gt;Ideally, the best description of the character of the individual would be achieved by measuring the cognitive state directly.  One method that attempts to do this is to query the individual on various issues in the context of known demographics and to make inferences based on these observations.  The interpretation of the responses is necessarily convoluted when the context of the environmental information changes at a rate near to or within the time constant of cognitive adaptation.&lt;br /&gt;&lt;br /&gt;Another method to make inferences of the characteristic that is complementary to the method described above is to presume that the individual system operates at a stability point well described by the matching of the filters and then to measure the filters. We would like to investigate the potential of this approach through the measurement of ensembles of filter measurements in the social domain and the characteristic political affiliation decision in the context of the US two-party system.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;em&gt;The Myers-Briggs Information Model&lt;/em&gt;&lt;br /&gt;&lt;br /&gt;The commonly used &lt;a href="http://www.teamtechnology.co.uk/tt/t-articl/mb-dynam.htm"&gt;Myers-Briggs&lt;/a&gt; personality inventory is largely compatible to the measurement of the individual processing filters. The extroversion/introversion focus dimension is a combined description of the prefilter and output filter in the direct social contact domain. Note that this is a bit restrictive for our investigation as much if not the majority of political intercourse is indirect. Nonetheless, it is of interest to include this dimension in the analysis as it may yield insights into the stability of operating points which are also a function of the filters internal to the primary processing loop.&lt;br /&gt;&lt;br /&gt;The focus dimension is measured by the questions:&lt;br /&gt;(All questions come from the Humanmetrics test that was used in the study)&lt;br /&gt;&lt;br /&gt;1. You feel at ease in a crowd&lt;br /&gt;2. You rapidly get involved in social life at a new workplace&lt;br /&gt;3. You spend your leisure time actively socializing with a group of people, attending parties, shopping, etc.&lt;br /&gt;4. Direct-contact group discussions stimulate you and give you energy&lt;br /&gt;5. The more people you speak to, the better you feel&lt;br /&gt;6. You are usually the first to react to a sudden event: the telephone ringing or unexpected question&lt;br /&gt;7. It is easy for you to communicate in social situations&lt;br /&gt;8. You enjoy having a wide circle of acquaintances&lt;br /&gt;9. You enjoy being at the center of events in which other people are directly involved&lt;br /&gt;&lt;br /&gt;and&lt;br /&gt;&lt;br /&gt;10. You get pleasure from solitary walks&lt;br /&gt;11. After prolonged socializing you feel you need to get away and be alone&lt;br /&gt;12. You prefer to spend your leisure time alone, within a narrow circle of friends or relaxing in a tranquil family atmosphere&lt;br /&gt;13. You are able to cut yourself off from the bustle of everyday life&lt;br /&gt;14. You are more of a listener than a speaker&lt;br /&gt;15. You prefer meeting in small groups to interaction with lots of people&lt;br /&gt;16. You usually place yourself nearer to the side than in the center of the room&lt;br /&gt;17. You prefer to isolate yourself from outside noises&lt;br /&gt;18. You find it difficult to speak loudly&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;There are two measurements of the primary loop input filter. The Myers-Briggs processing dimension of intuition/sensing is a measurement of unstructured information capacity of the input channel proportionate to the information encoded in the cognition. It is roughly analogous to the gain of the input filter relative to the degree of cognitive structure. The questions which measure this dimension are:&lt;br /&gt;&lt;br /&gt;19. As a rule, current preoccupations worry you more than your future plans&lt;br /&gt;20. You tend to rely on your experience rather than on theoretical alternatives&lt;br /&gt;21. You prefer to act immediately rather than speculate about various options&lt;br /&gt;22. Your desk, workbench etc. is usually neat and orderly&lt;br /&gt;23. You have difficulty understanding the notion of "an approximate decision"&lt;br /&gt;24. It's essential for you to try things with your own hands&lt;br /&gt;25. When solving a problem you would rather follow a familiar approach than seek a new one&lt;br /&gt;26. When considering a situation you pay more attention to the current situation and less to a possible sequence of events&lt;br /&gt;27. You feel more comfortable sticking to conventional ways&lt;br /&gt;28. You easily see the general principle behind specific occurrences&lt;br /&gt;&lt;br /&gt;and&lt;br /&gt;&lt;br /&gt;29. You are always looking for opportunities&lt;br /&gt;30. You often spend time thinking of how things could be improved&lt;br /&gt;31. You easily perceive various ways in which events could develop&lt;br /&gt;32. You are more interested in a general idea than in the details of its realization&lt;br /&gt;33. You easily understand new theoretical principles&lt;br /&gt;34. You often think about the mankind and its destiny&lt;br /&gt;35. You are more inclined to experiment than to follow familiar approaches&lt;br /&gt;36. You are eager to know how things work&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;The passband of the input filter is described by the decision making feeling/thinking dimension. Note that 'feeling' is not simply a visceral response, but is also an efficient method of understanding thematic information.  For example, consider the wonderful work of &lt;a href="http://www.sovjanistudio.com/"&gt;John Sovjani&lt;/a&gt;.  The information of the paintings displayed on the computer screen is actually a large but finite number of bits. Therefore, it is possible to develop a computer program that would describe the finite relations of the combinations of one or a group of pixels to the others. While this computer program might finally produce a set of essential relations that describes "Serenity", the encoding would almost definitely not be as tractable or useful as a brief observation of this work by a human. Thus it would be a precipitous conclusion to imply that the low frequency passband of feeling necessarily results in an inefficient encoding of complex social information.&lt;br /&gt;&lt;br /&gt;The questions that relate to the decision making dimension are:&lt;br /&gt;&lt;br /&gt;37. You find it difficult to talk about your feelings&lt;br /&gt;38. It's difficult to get you excited or make you lose your temper&lt;br /&gt;39. You trust reason rather than feelings&lt;br /&gt;40. You value justice higher than mercy&lt;br /&gt;41. You think that almost everything can be analyzed&lt;br /&gt;42. Objective criticism is always useful in any activity&lt;br /&gt;43. You tend to be unbiased even if this might endanger your good relations with people&lt;br /&gt;44. You try to stand firmly by your principles&lt;br /&gt;45. You consider the scientific approach to be the best&lt;br /&gt;&lt;br /&gt;and&lt;br /&gt;&lt;br /&gt;46. You tend to sympathize with other people&lt;br /&gt;47. You are easily affected by strong emotions&lt;br /&gt;48. You readily help people while asking nothing in return&lt;br /&gt;49. You willingly involve yourself in matters which engage your sympathies&lt;br /&gt;50. You feel involved when watching TV soaps&lt;br /&gt;51. You easily empathize with the concerns of other people&lt;br /&gt;52. Your actions are frequently influenced by emotions&lt;br /&gt;53. You feel that the world is founded on compassion&lt;br /&gt;54. In a debate, you strive to achieve mutual agreement&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;Finally, the filter which passes the cognitive output in order to direct the search and evaluation of new information is described by the organizing judging/perceiving dimension of the Myers-Briggs. At the judging end of the dimension the search and evaluation is more finely focused on propositions that would either confirm or deny the future utility of the present cognitive structure.  Judging seeks to simplify the encoding of the input stream by clarifying the limits and sufficiency of the present encoding of the cognitive structure. Perceiving is an emphasis on exploring and seeking previously unencoded information in the input stream. The questions which relate to this dimension are:&lt;br /&gt;&lt;br /&gt;55. You do your best to complete a task on time&lt;br /&gt;56. It is in your nature to assume responsibility&lt;br /&gt;57. You usually plan your actions in advance&lt;br /&gt;58. You like to keep a check on how things are progressing&lt;br /&gt;59. You take pleasure in putting things in order&lt;br /&gt;60. You are consistent in your habits&lt;br /&gt;61. You are almost never late for your appointments&lt;br /&gt;62. You know how to put every minute of your time to good purpose&lt;br /&gt;63. You like giving instructions&lt;br /&gt;&lt;br /&gt;and&lt;br /&gt;&lt;br /&gt;64. You are inclined to rely more on improvisation than on careful planning&lt;br /&gt;65. Deadlines seem to you to be of relative rather than absolute importance&lt;br /&gt;66. You think that everything in the world is relative&lt;br /&gt;67. A thirst for adventure is something close to your heart&lt;br /&gt;68. The process of searching for solution is more important to you than the solution itself&lt;br /&gt;69. You avoid being bound by obligations&lt;br /&gt;70. You often do jobs in a hurry&lt;br /&gt;71. You believe the best decision is one which can be easily changed&lt;br /&gt;72. Strict observance of the established rules is likely to prevent attaining a good outcome&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109979690911426411?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109979690911426411/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109979690911426411&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109979690911426411'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109979690911426411'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/11/myers-briggs-information-model.html' title='The Myers-Briggs Information Model'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109711219403157634</id><published>2004-10-06T19:49:00.000-05:00</published><updated>2004-11-11T16:17:36.803-05:00</updated><title type='text'>The Limits of Determinism</title><content type='html'>Much of what we accept as moral norms is essentially the result of an encoding of generations of consequentialist observations surrounded by myth.  Certainly many dietary rules, sexual norms, and other aspects of human behavior have been the subject of rules that serve some purpose, but may or may not still serve that purpose as optimally now due in part to the impact of technological advances.  From time to time it is good to reexamine these norms and either rediscover their utility or alter them in some manner designed to produce a better system. &lt;br /&gt;&lt;br /&gt;Old mores may be suboptimal.  The mechanism that motivated their initial adoption may be better understood today and a modification of the rule may be in line.  The rule may have been conditioned on some state that is no longer in existence.  It may be that the rule is excessively restrictive or limited in application.  New rules may contradict old rules forcing the revocation of the old to make way for the new. In all these cases, the decision for change is free from risk only if the universe of consequence is well understood and all ramifications of the revision can be calculated.  This is never the case so instead we tinker -- making small revisions over time in the hopes that we are not rending some essential seam that binds our society.  Progress is nearly never free of risk and so we forge ahead (or in cycles).&lt;br /&gt;&lt;br /&gt;There is a greater and more profound limitation to our ability to usefully revise morality that has escaped many rationalists.  This is the limitation imposed by the domain itself.  The encoding of moral norms in a determinative system presupposes determinism. However, the essential aspect of human nature is that we are not determinative organisms -- we have free will.  Thus, there is a realm of morality that transcends our ability for codification -- it can only be revealed.&lt;br /&gt;&lt;br /&gt;The transcendental morals are distinct from mores and are immune to utilitarian calculations. In our rush to break free of obsolete mores we are at risk of confusing moral axioms with mores.  There is a simple method of distinction: moral axioms refer to that which makes human life nondeterministic; the rest are mores. &lt;br /&gt;&lt;br /&gt;Information theory only applies to mores.&lt;br /&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109711219403157634?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109711219403157634/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109711219403157634&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109711219403157634'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109711219403157634'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/10/limits-of-determinism.html' title='The Limits of Determinism'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109656189232082269</id><published>2004-09-30T11:02:00.000-05:00</published><updated>2004-10-03T12:31:31.030-05:00</updated><title type='text'>Reconsidering Our Annihilation</title><content type='html'>For many years, we have relied implicitly or explicitly on nuclear deterrence to prevent those with competing interests from leveraging their own WMD against us. Indeed, this idea is so elastic that it was not necessary for us to know with certainty from whom or from where we were attacked in order to successfully deter the attack. Should NYC disappear in a mushroom cloud, our missiles would be launched against the Soviet Union – case closed.&lt;br /&gt;&lt;br /&gt;The idea worked because directly or indirectly, the USSR would have been responsible for such an attack. Since this was so, we could be certain of the necessity and target of the response in the calculus of MAD should we forgo the option of complete and immediate capitulation. Otherwise, we were content to know that somewhere in the Australian outback, life could go on after a nuclear exchange.&lt;br /&gt;&lt;br /&gt;Given these well-defined imperatives, we could respond rationally to variations of a theme. If the attack was accidental, the retaliation could be limited to perhaps a single enemy city. The rule being “You break it, you bought it”. This rule tended to enforce the necessary caution and discipline when handling the Bomb. WMD were not a right – they were an awesome responsibility. As we later learned from the Soviet invasion plans of Europe, this was so much so that there was no escape either for France. Logic would not permit a half-invasion.&lt;br /&gt;&lt;br /&gt;Should the competing interests not be so great that one would want to sacrifice the homeland, a limited regional nuclear war was possible – this was the purpose of the Pershing missile and Soviet SS-20s. All contingencies were predicated on the fact that the consequence could be linked to the responsible party. Thus, deterrence was rational.&lt;br /&gt;&lt;br /&gt;Proliferation changes the entire equation. We must roll back time, adapt, or go the way of the dinosaurs. There is no other alternative - just dumb luck&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109656189232082269?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109656189232082269/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109656189232082269&amp;isPopup=true' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109656189232082269'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109656189232082269'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/09/reconsidering-our-annihilation.html' title='Reconsidering Our Annihilation'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-8519949.post-109644258621103560</id><published>2004-09-29T03:16:00.000-05:00</published><updated>2004-10-21T20:23:42.546-05:00</updated><title type='text'>Transnational Liberalism</title><content type='html'>&lt;strong&gt;The Sociological Need for Acceptance and Validation of Transnational Liberals&lt;/strong&gt;&lt;br /&gt;The need for acceptance and validation is common to all humans. Indeed, humans are essentially social creatures. In the process of gaining maturity, however, there is a dialectic between the perceived sources of satisfaction of these human needs: through interpersonal relations as a social gift or as a reward rightly deserved for accomplishment. Like all learning animals, we habitually seek out that source of acceptance and validation that has been imprinted on us earlier in our formative period. Principally, this relation seems to solidify during childhood, but may in some cases be altered in later years.&lt;br /&gt;&lt;br /&gt;Transnational liberals seek to satisfy this need through interpersonal and intergroup relations that produce the social gift. Urban environments accentuate this need as the individual is constantly exposed to a vast number of others making his relative worth seem small by comparison. However, these environments also provide the opportunity for interpersonal validation. The output of this system is often a certain groupthink along the lines of the common needs of the individuals.&lt;br /&gt;As talented individuals are drawn toward the group for validation, they are drawn away from individual achievement as a valued source of fulfillment by the lowest common denominator of the group. Socialistic economies are designed so that the aggregate deficit in individual achievement is spread throughout society as an insurance mechanism to prevent individual failure to achieve from becoming socially catastrophic. However, the macro effect of the interaction of the socialistic economy with the population is to move the entire population in the direction of TNL political and economic thought. Fortunately, since the memory of the fundamental source of validation is deeply imprinted, economies are able to adapt to this potentially stability-impairing influence inside the biological adaptation time frame. Eventually, a stability point is reached on the national level.&lt;br /&gt;&lt;br /&gt;At the heart of the modern liberal movement is the pseudo-philosophy of relativism which serves to rationalize the emerging gap between the current liberal position which is oriented in opposition to exterior players and the moral goods which are claimed.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;strong&gt;Paradoxes of Modern Liberalism: &lt;/strong&gt;&lt;em&gt;A Game-Theoretic Analysis&lt;/em&gt;&lt;br /&gt;Pei, the author of “&lt;em&gt;Paradoxes of American Nationalism&lt;/em&gt;”, cautions that the US incurs an anti-American response from other nations through the strength of its nationalistic characteristic and recent move away from the herd in order to deal with predators in the form of international terrorist organizations and rouge states armed with WMD. In raising these concerns, Pei gives voice to the instinctive threat response of the liberal herd: it is better to be on the interior protected by the stronger members on the exterior. In doing so, Pei, wraps his security concerns (controllability of the US) in the cloak of established herd/international mores. The herd of nations or individuals facing external challenges is analogous to the role of players in game-theory.&lt;br /&gt;&lt;br /&gt;While mainstream political, economic, and social policy has traditionally focused of the determination and achievement of Pareto-optimal solutions that are Nash equilibrium, there has been a growing movement in the United States over the past four decades that has searched for Nash equilibriums that are not Pareto-optimal. This movement has been the subject of much scorn and criticism (Ann Coulter), overlooking the success of its growth. In political terms, this phenomenon is known as the modern liberal movement. This interior solution is motivated by psychological security needs aptly illustrated by the behavior of weaker members of a herd to seek protection at its interior and by their innovations for the perpetuation of their line (&lt;a href="http://www.smithsonianmag.si.edu/smithsonian/issues03/jul03/sneaky.html"&gt;Smithsonian&lt;/a&gt;).&lt;br /&gt;&lt;br /&gt;Whereas the determination of the Pareto-optimal Nash equilibrium is guided by the observation of events and relations with the external environment, the determination of the nonpareto-optimal Nash equilibrium is a function of interior relationships only. Thus, the modern liberal movement defines itself not by an objective standard, but by its relation to others. Since, relationships are a function of adjacency; it is natural for the liberal movement to be blind to connections in an associative relationship (the Iraq/Al-Qaeda nexus).&lt;br /&gt;&lt;br /&gt;We understand that the recent anti-American dynamic is fundamentally a threat response of the liberal movement when we consider that in the direct aftermath of September 11, both the President and the US enjoyed a high degree of domestic and international support. This is an acknowledgement by the liberal movement of the fact that the US, in particular, President Bush, was seen as the alpha male whose role it was to protect the herd from predatory threat of Islamic terrorists. The instinct for the liberal movement to offer up the stronger exterior members of the herd to satiate the predators through pushing or tripping when faced with only a low or moderate threat can be seen in the willingness of liberals to send US forces to Bosnia, Somalia, and Liberia, but not Iraq in which a victory makes the US relatively stronger. The fact that this desire is innate of liberals transnationally speaks to the instinctive nature of the response.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/8519949-109644258621103560?l=info-theory.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://info-theory.blogspot.com/feeds/109644258621103560/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=8519949&amp;postID=109644258621103560&amp;isPopup=true' title='11 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109644258621103560'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/8519949/posts/default/109644258621103560'/><link rel='alternate' type='text/html' href='http://info-theory.blogspot.com/2004/09/transnational-liberalism.html' title='Transnational Liberalism'/><author><name>deignan</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='16' height='16' src='http://img2.blogblog.com/img/b16-rounded.gif'/></author><thr:total>11</thr:total></entry></feed>
