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	<title>Position weight matrix - Revision history</title>
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	<updated>2026-07-29T08:44:21Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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		<id>https://en.formulasearchengine.com/w/index.php?title=Position_weight_matrix&amp;diff=12381&amp;oldid=prev</id>
		<title>en&gt;Amkilpatrick: removing expert template, slightly expanding lead section</title>
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		<updated>2014-01-06T11:04:48Z</updated>

		<summary type="html">&lt;p&gt;removing expert template, slightly expanding lead section&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;[[Image:Single Crossing Condition example.png|thumb|upright=1.25|alt=Example of two normal [[cumulative distribution function]]s F(x) and G(y) which satisfy the single-crossing condition.|Example of two [[cumulative distribution function]]s F(x) and G(y) which satisfy the single-crossing condition.]]&lt;br /&gt;
&lt;br /&gt;
In [[economics]], the &amp;#039;&amp;#039;&amp;#039;single-crossing condition&amp;#039;&amp;#039;&amp;#039; or &amp;#039;&amp;#039;&amp;#039;single-crossing property&amp;#039;&amp;#039;&amp;#039; refers to how the probability distribution of outcomes changes as a function of an input and a parameter.&lt;br /&gt;
&lt;br /&gt;
[[Cumulative distribution function]]s &amp;#039;&amp;#039;F&amp;#039;&amp;#039; and &amp;#039;&amp;#039;G&amp;#039;&amp;#039; satisfy the single-crossing condition if there exists a &amp;#039;&amp;#039;y&amp;#039;&amp;#039; such that &lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;\forall x, x \ge y   \implies   F(x) \ge G(y)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
and&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;\forall x, x \le y   \implies   F(x) \le G(y)&amp;lt;/math&amp;gt;;&lt;br /&gt;
&lt;br /&gt;
that is, function &amp;lt;math&amp;gt;h(x) = F(x)-G(y)&amp;lt;/math&amp;gt; crosses the x-axis at most once, in which case it does so from below. &lt;br /&gt;
&lt;br /&gt;
This property can be extended to two or more variables.  Given x and t, for all x&amp;#039;&amp;gt;x, t&amp;#039;&amp;gt;t,&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;F(x&amp;#039;,t) \ge F(x,t) \implies F(x&amp;#039;,t&amp;#039;) \ge F(x,t&amp;#039;)&amp;lt;/math&amp;gt;&lt;br /&gt;
&lt;br /&gt;
and&lt;br /&gt;
&lt;br /&gt;
&amp;lt;math&amp;gt;F(x&amp;#039;,t) &amp;gt; F(x,t) \implies F(x&amp;#039;,t&amp;#039;) &amp;gt; F(x,t&amp;#039;)&amp;lt;/math&amp;gt;.&lt;br /&gt;
&lt;br /&gt;
This condition could be interpreted as saying that for x&amp;#039;&amp;gt;x, the function g(t)=F(x&amp;#039;,t)-F(x,t) crosses the horizontal axis at most once, and from below.  The condition is not symmetric in the variables (i.e., we cannot switch x and t in the definition; the necessary inequality in the first argument is weak, while the inequality in the second argument is strict).&lt;br /&gt;
&lt;br /&gt;
The single-crossing condition was posited in [[Samuel Karlin]]&amp;#039;s 1968 monograph &amp;#039;Total Positivity&amp;#039;.&amp;lt;ref&amp;gt;{{cite book |last=Karlin |first= Samuel |title=Total positivity |publisher=Stanford University Press |year=1968}}&amp;lt;/ref&amp;gt; It was later used by [[Peter Diamond (economist)|Peter Diamond]], [[Joseph Stiglitz]], &amp;lt;ref&amp;gt;{{cite journal |author=Diamond, Peter A. &amp;amp; Stiglitz, Joseph E. |year=1974 |title=Increases in risk and in risk aversion |publisher= Journal of Economic Theory, Elsevier, vol. 8(3), pages 337-360, July}}&amp;lt;/ref&amp;gt; and [[Susan Athey]], &amp;lt;ref&amp;gt;Athey, Susan, 2001.&lt;br /&gt;
&amp;quot;Single Crossing Properties and the Existence of Pure Strategy Equilibria in Games of Incomplete Information,&amp;quot; &amp;#039;&amp;#039;Econometrica&amp;#039;&amp;#039;, Econometric Society, vol. 69(4), pages 861-89, July.&amp;lt;/ref&amp;gt; in studying the economics of uncertainty,&amp;lt;ref&amp;gt;{{Cite book |last=Gollier |first= Christian |title=The Economics of Risk and Time |publisher= The MIT Press |year=2001 |page= 103}}&amp;lt;/ref&amp;gt; The single-crossing condition is also used in applications where there are a few agents or types of agents that have preferences over an [[ordered set]]. Such situations appear often in [[information economics]], [[contract theory]], [[social choice]] and [[political economics]], among other fields.&lt;br /&gt;
&lt;br /&gt;
==See also==&lt;br /&gt;
* [[Brouwer fixed-point theorem]]&lt;br /&gt;
&lt;br /&gt;
==References==&lt;br /&gt;
{{reflist}}&lt;br /&gt;
&lt;br /&gt;
{{DEFAULTSORT:Single Crossing Condition}}&lt;br /&gt;
[[Category:Asymmetric information]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
{{Econ-stub}}&lt;/div&gt;</summary>
		<author><name>en&gt;Amkilpatrick</name></author>
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