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	<title>Baseball Daily Digest &#187; Support Statistics Databank</title>
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	<description>Covering America&#039;s Favorite Pastime</description>
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		<title>Strength of Schedule Analysis</title>
		<link>http://www.baseballdailydigest.com/2008/08/16/strength-of-schedule-analysis/</link>
		<comments>http://www.baseballdailydigest.com/2008/08/16/strength-of-schedule-analysis/#comments</comments>
		<pubDate>Sat, 16 Aug 2008 04:27:54 +0000</pubDate>
		<dc:creator>Joe Hamrahi</dc:creator>
				<category><![CDATA[Support Statistics Databank]]></category>

		<guid isPermaLink="false">http://baseballdigestdaily.com/blogs/2008/08/16/strength-of-schedule-analysis/</guid>
		<description><![CDATA[Attached is the data supporting Joe Ribando&#8217;s article on strength of schedule.
Strength of Schedule
]]></description>
			<content:encoded><![CDATA[<p>Attached is the data supporting Joe Ribando&#8217;s article on strength of schedule.</p>
<p><a href="http://baseballdigestdaily.com/blogs/wp-content/uploads/2008/08/strength-of-schedule.xls" title="Strength of Schedule">Strength of Schedule</a></p>
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		<title>Rob McQuown&#039;s Minor League Pitcher Projections</title>
		<link>http://www.baseballdailydigest.com/2008/04/17/rob-mcquowns-minor-league-pitcher-projections/</link>
		<comments>http://www.baseballdailydigest.com/2008/04/17/rob-mcquowns-minor-league-pitcher-projections/#comments</comments>
		<pubDate>Thu, 17 Apr 2008 03:15:00 +0000</pubDate>
		<dc:creator>basebal5</dc:creator>
				<category><![CDATA[Rob McQuown]]></category>
		<category><![CDATA[Support Statistics Databank]]></category>

		<guid isPermaLink="false">http://baseballdigestdaily.com/blogs/?p=5367</guid>
		<description><![CDATA[Last week, the top minor-league batting projections were highlighted (link).&#160; This week, pitchers are tackled.&#160; Again, these are “in the prime” projections, not 2008 projections.&#160; For pitchers, however, there&#39;s much less of a “growth curve”, so pitchers who post good MLP&#39;s could be expected to perform at some similar level in MLB almost immediately.&#160; Pitcher [...]]]></description>
			<content:encoded><![CDATA[<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>Last week, the top minor-league batting projections were highlighted (<span class=MsoHyperlink><span style="COLOR: navy"><u>link</u></span></span>).<span style="mso-spacerun: yes">&nbsp; </span>This week, pitchers are tackled.<span style="mso-spacerun: yes">&nbsp; </span>Again, these are “in the prime” projections, not 2008 projections.<span style="mso-spacerun: yes">&nbsp; </span>For pitchers, however, there&#39;s much less of a “growth curve”, so pitchers who post good MLP&#39;s could be expected to perform at some similar level in MLB almost immediately.<span style="mso-spacerun: yes">&nbsp; </span>Pitcher growth can be expressed much more accurately as “growth spurts”, since when pitchers get better, it&#39;s almost always in a spurt, rather in the<span style="mso-spacerun: yes">&nbsp; </span>incremental manner in which hitters add to their game.<span style="mso-spacerun: yes">&nbsp; </span></font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt">&nbsp;</p>
<p><?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /><o:p></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>Projecting pitchers is the goal for these MLP&#39;s, at least.<span style="mso-spacerun: yes">&nbsp; </span>But, as anyone who has seen pitcher projections in the past would attest, projecting pitchers is maddeningly difficult.<span style="mso-spacerun: yes">&nbsp; </span>There are two primary factors which contribute highly to making them imprecise.<span style="mso-spacerun: yes">&nbsp; </span>First and foremost is injuries.<span style="mso-spacerun: yes">&nbsp; </span>Unlike with hitters, almost any injury to any part of a pitcher&#39;s body can dramatically reduct his ability to get maximal velocity while controlling his stuff.<span style="mso-spacerun: yes">&nbsp; </span>Those are not considered at all in MLP&#39;s, and if anyone plans to use them for reference, manual adjustments need to be made.<span style="mso-spacerun: yes">&nbsp; </span>The other factor is more complicated to explain, and can be loosely described as the “pyramid” nature of minor league talent, with there being many more players qualified to play at each lower level than the level above it.</font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><o:p><font face=Arial,Helvetica,sans-serif>&nbsp;</font></o:p></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>As with a “pyramid marketing scheme”, sports are cut-throat, with players doing whatever they can to get to the top level of the “pyramid”, and staying there.<span style="mso-spacerun: yes">&nbsp; </span>Also, like a scheme, there is some fluidity to the people involved, with players on their way up, and players on their way out at any level at any given time.<span style="mso-spacerun: yes">&nbsp; </span>With better data, pitchers would be further analyzed to see how they did against the various “levels” of hitters which they faced in a minor-league season.<span style="mso-spacerun: yes">&nbsp; </span>This would separate out some of the pitchers who are able to get out “minor-league hitters” almost routinely, but don&#39;t have the pure “stuff” to get MLB-quality hitters out regularly.<span style="mso-spacerun: yes">&nbsp; </span>Conversely, pitchers who are “their own worst enemy” (usually measured in a rudimentary manner by looking at walk totals) are “penalized” less for their wildness than this wildness would actually impact them in games.<span style="mso-spacerun: yes">&nbsp; </span>This is based on the fact that one area where pitchers do show measurable growth over the years is in their control.<span style="mso-spacerun: yes">&nbsp; </span></font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><o:p><font face=Arial,Helvetica,sans-serif>&nbsp;</font></o:p></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>All caveats aside, here&#39;s a list of the top pitchers with 10+ starts in the minors in 2007.<span style="mso-spacerun: yes">&nbsp;&nbsp; </span>Minor-league relief pitching numbers have much less predictive value than SP numbers, so relief pitchers aren&#39;t included.<span style="mso-spacerun: yes">&nbsp; </span></font></o:p></p>
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		<title>Rob McQuown&#039;s Minor League Projections</title>
		<link>http://www.baseballdailydigest.com/2008/04/10/rob-mcquowns-minor-league-projections/</link>
		<comments>http://www.baseballdailydigest.com/2008/04/10/rob-mcquowns-minor-league-projections/#comments</comments>
		<pubDate>Thu, 10 Apr 2008 03:32:00 +0000</pubDate>
		<dc:creator>basebal5</dc:creator>
				<category><![CDATA[Support Statistics Databank]]></category>

		<guid isPermaLink="false">http://baseballdigestdaily.com/blogs/?p=5529</guid>
		<description><![CDATA[Attached&#160;here are the&#160;Batter Minor League Projections (MLPs) from the 2007 minor league seasons (for players with 200+ AB+BB).&#160; In one sense, this can be viewed as a list of the 100 most-promising minor-league seasons from 2007, though some of the low-AB seasons are less reason for optimism than worse rate stats over more AB.
&#160;
Using aging [...]]]></description>
			<content:encoded><![CDATA[<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>Attached&nbsp;here are the&nbsp;Batter Minor League Projections (MLPs) from the 2007 minor league seasons (for players with 200+ AB+BB).<span style="mso-spacerun: yes">&nbsp; </span>In one sense, this can be viewed as a list of the 100 most-promising minor-league seasons from 2007, though some of the low-AB seasons are less reason for optimism than worse rate stats over more AB.</font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt">&nbsp;</p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>Using aging curves, modified by a variety of factors, Major League Projections (MLPs) attempt to project a given set of data compiled in a given minor-league season out to the “prime years” of a player&#39;s major-league career.<span style="mso-spacerun: yes">&nbsp; </span>To me, the easiest way of thinking about these target values is an average of the “middle three” seasons from ages 26-30, meaning to discard the high and low outliers from this grouping.<span style="mso-spacerun: yes">&nbsp; </span>Various factors are taken into account, such as park factors, BABIP, and other stats which can influence how much growing a player has left before age starts him into a decline phase.<span style="mso-spacerun: yes">&nbsp; </span>Obviously, MLPs are geared toward the mythical “neutral park”, since a lot of things can change between the time a guy plays in A ball and when he&#39;s in his prime in the majors.</font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><?xml:namespace prefix = o ns = "urn:schemas-microsoft-com:office:office" /><o:p><font face=Arial,Helvetica,sans-serif>&nbsp;</font></o:p></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>And others &#8211; as with MLB players as well – have wild fluctuations, though with the adjustments for BABIP, some of the fluky batting-average variations are smoothed out.<span style="mso-spacerun: yes">&nbsp; </span>Obviously, this system also assumes that players will follow a typical growth pattern, based on their previous stats, and not pull a Hanley Ramirez explosion nor a Sean Burroughs collapse.<span style="mso-spacerun: yes">&nbsp; </span></font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><o:p><font face=Arial,Helvetica,sans-serif>&nbsp;</font></o:p></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt"><font face=Arial,Helvetica,sans-serif>Note: SB and CS numbers are <strong><u>NOT</u></strong> </strong>projected, rather they are simply the minor-league totals. </font></p>
<p class=MsoNormal style="MARGIN: 0in 0in 0pt">&nbsp;</p>
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