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	<title>lol sports. &#187; Game Theory</title>
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		<title>Game Theory In Football</title>
		<link>http://www.lolsports.com/nfl/game-theory/</link>
		<comments>http://www.lolsports.com/nfl/game-theory/#comments</comments>
		<pubDate>Wed, 15 Jul 2009 07:47:53 +0000</pubDate>
		<dc:creator>jeff</dc:creator>
				<category><![CDATA[NFL]]></category>
		<category><![CDATA[Football Strategy]]></category>
		<category><![CDATA[Game Theory]]></category>
		<category><![CDATA[Nash Equilibrium]]></category>
		<category><![CDATA[Zero-sum]]></category>

		<guid isPermaLink="false">http://www.lolsports.com/?p=600</guid>
		<description><![CDATA[When you think of Game Theory, does football come to mind? Probably not. For those of you who don&#8217;t even know what it is, Game Theory attempts to mathematically capture behavior in strategic situations, in which an individual&#8217;s success in making choices depends on the choices of others.
Game Theory is most commonly used in economics. [...]


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			<content:encoded><![CDATA[<p><img title="NFL Game Theory" src="http://www.lolsports.com/wp-content/uploads/images/nfl_chalkboard.jpg" alt="NFL Game Theory" align="right" />When you think of Game Theory, does football come to mind? Probably not. For those of you who don&#8217;t even know what it is, Game Theory attempts to mathematically capture behavior in strategic situations, in which an individual&#8217;s success in making choices depends on the choices of others.</p>
<p>Game Theory is most commonly used in economics. In recent years, Game Theory has become more popular in the football world because football is a <a href="http://en.wikipedia.org/wiki/Zero-sum">Zero-sum</a> game &#8211; precisely what Game Theory was created to analyze. But how can Game Theory be used to improve play calling decisions in Football?</p>
<p><span id="more-600"></span></p>
<p>At its core, Game Theory tries to find equilibria in games. In an equilibrium, each player of the game has adopted a strategy that they are unlikely to change. The most popular Game Theory concept is the <a href="http://en.wikipedia.org/wiki/Nash_equilibrium">Nash Equilibrium</a>.  In a Nash Equilibrium, each player is assumed to know the equilibrium strategies of the other players, and no player has anything to gain by changing his or her own strategy unilaterally.</p>
<p>So why is Game Theory a great fit for play calling in the NFL? An article by <a href="http://www.advancednflstats.com/2008/06/game-theory-and-runpass-balance.html">Advanced NFL Stats</a> sums it up well:</p>
<blockquote><p>&#8220;Coaches tend to find the optimum mix of plays subjectively based on a combination of experience, intuition, and tradition. Game theory, however, can provide the true optimum mix of strategies, assuming the strategy choices are clear and their outcome distributions are known.&#8221;</p></blockquote>
<p>Unpredictably picking between run and pass plays based on play effectiveness data &#8211; or in Game Theory what is referred to as a &#8220;mixed strategy&#8221; &#8211; is the optimal solution. The Nash Equilibrium occurs when an offense is choosing its best proportion of play calls, taking into account the defense&#8217;s strategy mix, and the defense is choosing its best proportion of plays based on its knowledge of the offense&#8217;s strategy mix. This is possible because offensive/defensive play results (yards lost/gained) are measurable and therefore have solvable equilibrium points. So what can we conclude? Coaches and signal-callers may get caught up in the moment while picking plays in a football game. Game Theory shows that picking plays by gut instinct will never be as effective as solving for offensive/defensive equilibrium points and selecting plays based on those points.</p>


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