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    <title>SB Nation User Blog:  jgraham</title>
    <link>http://www.sbnation.com/users/jgraham</link>
    <description>Posts made by jgraham on SB Nation</description>
    <item>
      <title>Optimal Lineup</title>
      <link>http://www.talkingchop.com/2008/5/5/472967/optimal-lineup</link>
      <author>jgraham</author>
      <pubDate>Mon, 05 May 2008 16:12:10 -0000</pubDate>
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&lt;p&gt;Bobby Cox seems to be changing the lineup pretty often.&amp;nbsp; I know a lot of that has to do with injuries, but I started to wonder which lineup would give the Braves the best chance to win.&lt;/p&gt;

  &lt;p&gt;Thankfully there are some brilliant people at &lt;a href="http://www.baseballmusings.com"&gt;Baseball Musings&lt;/a&gt; to help me out with just that.&amp;nbsp; They have a lineup analysis tool that allows you to look at a number of possible lineups and the expected runs/game based on the starters' OBP and SLG.&amp;nbsp; I entered several variations - current stats, three-year performance, etc. - and came to some interesting conclusions, which you will see below.&lt;/p&gt;
&lt;p&gt;One point, however, repeated itself in every test: the pitcher needs to bat 8th.&amp;nbsp; I started by putting the OBP and SLG at .200 (appr. Tim Hudson's numbers) but then changed the OBP to .180 and the SLG to .150 - no shift in the lineup.&amp;nbsp; Maybe Tony LaRussa isn't as crazy as we all thought.&amp;nbsp; On to the lineups...&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Current Stats w/o Platoon&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;Escobar&lt;br /&gt;Jones&lt;br /&gt;Teixeira&lt;br /&gt;McCann&lt;br /&gt;Kotsay&lt;br /&gt;Francoeur&lt;br /&gt;Johnson&lt;br /&gt;Pitcher&lt;br /&gt;Blanco&lt;/p&gt;
&lt;p&gt;This lineup will score 5.761 runs/game.&amp;nbsp; That's 933 runs for an entire season, which would be phenomenal.&amp;nbsp; Of course, that requires Chipper to remain the best hitter, oh, ever.&amp;nbsp; Maybe we should take a more realistic approach...&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Three-Year Stats w/o Platoon&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;Escobar&lt;br /&gt;Jones&lt;br /&gt;Johnson&lt;br /&gt;Teixeira&lt;br /&gt;Diaz&lt;br /&gt;Francoeur&lt;br /&gt;McCann&lt;br /&gt;Pitcher&lt;br /&gt;Kotsay&lt;/p&gt;
&lt;p&gt;This lineup only scores 5.536 runs/game.&amp;nbsp; Also, as you've probably noticed, I threw Diaz back in there only because Blanco's a rookie and didn't think it was fair to balance 56 PAs against the thousands for everyone else.&lt;/p&gt;
&lt;p&gt;I could keep going, but the possibilities are endless.&amp;nbsp; Current stats against lefties, three-year stats in May, on and on and on.&amp;nbsp; What do you think?&amp;nbsp; Vote below and tell me why in the comments.&lt;/p&gt;
  


 	&lt;fieldset class="poll-box"&gt;
  &lt;legend&gt;Poll&lt;/legend&gt; 
  &lt;h5 class="poll-title"&gt;Should Bobby Cox bat the pitcher 8th?&lt;/h5&gt;
  
    
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    &lt;div class="poll_option clearfix"&gt;
      &lt;div class="poll_option_percentage" style="display:none"&gt;25%&lt;/div&gt;
      &lt;div class="poll_option_result"&gt;
      &lt;h5&gt;Yes&lt;/h5&gt;
      &lt;div class="poll_option_bar"&gt;&lt;span class="vote_count"&gt;7&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
    &lt;div class="poll_option clearfix"&gt;
      &lt;div class="poll_option_percentage" style="display:none"&gt;74%&lt;/div&gt;
      &lt;div class="poll_option_result"&gt;
      &lt;h5&gt;No&lt;/h5&gt;
      &lt;div class="poll_option_bar"&gt;&lt;span class="vote_count"&gt;20&lt;/span&gt; votes&lt;/div&gt;
      &lt;/div&gt;
    &lt;/div&gt;
  
  &lt;p class="poll-total-votes"&gt;&lt;strong&gt;27&lt;/strong&gt; votes
      
    | &lt;span class="poll-has-closed"&gt;Poll has closed&lt;/span&gt;
  
  &lt;/p&gt;  
&lt;/div&gt;

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