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	<title>Tom Flesher &#187; Blue Jays</title>
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	<description>Mercenary Educator and Bad Economist</description>
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		<title>Tom Flesher &#187; Blue Jays</title>
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		<title>Welcome to the Majors, Jay</title>
		<link>http://tomflesher.com/2010/06/22/welcome-to-the-majors-jay/</link>
		<comments>http://tomflesher.com/2010/06/22/welcome-to-the-majors-jay/#comments</comments>
		<pubDate>Wed, 23 Jun 2010 01:42:01 +0000</pubDate>
		<dc:creator>tomflesher</dc:creator>
				<category><![CDATA[Baseball]]></category>
		<category><![CDATA[Blue Jays]]></category>
		<category><![CDATA[Brewers]]></category>
		<category><![CDATA[Chris Gomez]]></category>
		<category><![CDATA[Gary Cohen]]></category>
		<category><![CDATA[hit by pitch]]></category>
		<category><![CDATA[Jack Wilson]]></category>
		<category><![CDATA[Jason Tyner]]></category>
		<category><![CDATA[Jay Sborz]]></category>
		<category><![CDATA[Jeff Francoeur]]></category>
		<category><![CDATA[Justin Miller]]></category>
		<category><![CDATA[major league debuts]]></category>
		<category><![CDATA[Mets]]></category>
		<category><![CDATA[Mitch Stetter]]></category>
		<category><![CDATA[Nate McLouth]]></category>
		<category><![CDATA[Nyjer Morgan]]></category>
		<category><![CDATA[pirates]]></category>
		<category><![CDATA[Rod Barajas]]></category>
		<category><![CDATA[Stuff Keith Hernandez Says]]></category>
		<category><![CDATA[Tigers]]></category>
		<category><![CDATA[ugly debuts]]></category>
		<category><![CDATA[weird lines]]></category>

		<guid isPermaLink="false">http://tomflesher.com/?p=262</guid>
		<description><![CDATA[Jay Sborz had a rough debut in relief of Justin Verlander during tonight&#8217;s Tigers at Mets game when there was a rain delay in the top of the 3rd. He faced seven batters in two-thirds of an inning, plunking the first two &#8211; Rod Barajas and Jeff Francoeur &#8211; and giving up hits to the [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=tomflesher.com&amp;blog=20518139&amp;post=262&amp;subd=tomflesher&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p><strong><a href="http://www.baseball-reference.com/players/s/sborzja01.shtml">Jay  Sborz</a></strong> had a rough debut in relief of <strong><a href="http://www.baseball-reference.com/players/v/verlaju01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Justin  Verlander</a></strong> during tonight&#8217;s Tigers at Mets game when there was a rain delay in the top of the 3rd. He faced seven batters in two-thirds of an inning, plunking the first two &#8211; <strong><a href="http://www.baseball-reference.com/players/b/barajro01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Rod  Barajas</a></strong> and <strong><a href="http://www.baseball-reference.com/players/f/francje02.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Jeff  Francoeur</a></strong> &#8211; and giving up hits to the last three. As Sborz, who was obviously struggling with nerves, tried to pitch his way out of the inning, Mets commentator Gary Cohen was mocking him mercilessly. &#8220;That&#8217;s got to be some kind of record,&#8221; for one.</p>
<p>Though Gary said it, that pinged my &#8220;Stuff Keith  Hernandez Says&#8221; meter, and I trotted off to Baseball-Reference.com to look it up. Since 1973, <a href="http://bbref.com/pi/shareit/8cNGj">six other pitchers who debuted in relief have two hit batsman</a>. Were any of them as bad as Sborz?</p>
<p>We don&#8217;t have to go back too far to find someone who was. In 2002, <strong><a href="http://www.baseball-reference.com/player_search.cgi?search=Justin+Miller&amp;utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Justin  Miller</a></strong> of the Blue Jays <a href="http://www.baseball-reference.com/boxes/TBA/TBA200204120.shtml">made his debut</a> against the Devil Rays and hit <strong><a href="http://www.baseball-reference.com/players/g/gomezch02.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Chris  Gomez</a></strong>, then <strong><a href="http://www.baseball-reference.com/players/t/tynerja01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Jason  Tyner</a></strong>. Miller deserves special recognition &#8211; after that beautiful start, he held on to pitch 2 2/3 and got the win!</p>
<p>Honorable mention goes to <strong><a href="http://www.baseball-reference.com/players/s/stettmi01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Mitch  Stetter</a></strong> of the Brewers. In <a href="http://www.baseball-reference.com/boxes/MIL/MIL200709010.shtml">a 2007 game</a> against the Pirates, Stetter debuted in the last inning of a 12-2 blowout. He was on the winning side, though it ended up 12-3. Stetter hit <strong><a href="http://www.baseball-reference.com/players/w/wilsoja02.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Jack  Wilson</a></strong>. He threw a wild pitch in the process of walking <strong><a href="http://www.baseball-reference.com/players/m/morgany01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Nyjer  Morgan</a></strong>, then iced the cake by plunking <strong><a href="http://www.baseball-reference.com/players/m/mclouna01.shtml?utm_source=direct&amp;utm_medium=linker&amp;utm_campaign=Linker">Nate  McLouth</a></strong>. That was followed up with a groundout that scored Wilson and a merciful game-ending double play.</p>
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		<title>Wins Above Expectation (with a side of run differential)</title>
		<link>http://tomflesher.com/2008/09/01/wins-above-expectation-with-a-side-of-run-differential/</link>
		<comments>http://tomflesher.com/2008/09/01/wins-above-expectation-with-a-side-of-run-differential/#comments</comments>
		<pubDate>Tue, 02 Sep 2008 01:02:45 +0000</pubDate>
		<dc:creator>tomflesher</dc:creator>
				<category><![CDATA[Baseball]]></category>
		<category><![CDATA[Angels]]></category>
		<category><![CDATA[Blue Jays]]></category>
		<category><![CDATA[Rays]]></category>
		<category><![CDATA[Research]]></category>
		<category><![CDATA[sabermetrics]]></category>

		<guid isPermaLink="false">http://tomflesher.com/?p=10</guid>
		<description><![CDATA[In continuing my thoughts about the Pythagorean Expectation from about a week ago, I took a look at the MLB standings for the period ending August 31, 2008. I played with the stats a little bit, since I haven&#8217;t really thought through the basis for most of them. Today&#8217;s project: find Pythagorean expectations for each [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=tomflesher.com&amp;blog=20518139&amp;post=12&amp;subd=tomflesher&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>In continuing my thoughts about the <a href="http://en.wikipedia.org/wiki/Pythagorean_expectation">Pythagorean Expectation</a> from about a week ago, I took a look at the <a href="http://sports.espn.go.com/mlb/standings?date=20080831">MLB standings for the period ending August 31, 2008</a>. I played with the stats a little bit, since I haven&#8217;t really thought through the basis for most of them.</p>
<p>Today&#8217;s project: find Pythagorean expectations for each team, then find the difference between the actual and expected win percentages (&#8220;pythagorean difference&#8221;). Apply the pythagorean difference to the total number of games played to determine a team&#8217;s Wins Above Expectation by multiplying the total number of games by the pythagorean difference.</p>
<p>Practical application: none.</p>
<p>Discussion and numbers behind the cut.</p>
<p><span id="more-12"></span></p>
<p>I&#8217;m using OpenOffice.org Calc and numbers that I copypasted from ESPN.com, cited above. The formatting is a little wonky because this was just a play session for me, but <a href="http://tomflesher.com/docs/Standings080831.pdf">here</a> are my data in handy dandy PDF format (original spreadsheet format available upon request).</p>
<p>Wins Above Expectation is a measure of the economy of a particular baseball team &#8211; the ability to win more games than the number of runs scored would predict. I would therefore hypothesize it to be useful as a measure of defensive ability, though of limited use from a predictive standpoint because anything it would predict could be more elegantly but less surely predicted using other measures.</p>
<p>Speaking of elegance, I can&#8217;t help but notice that the pythagorean expected rank and the rank by run differential are the same in all cases. The elegance of run differential as a method of ranking teams&#8217; performance hadn&#8217;t occurred to me before, but I&#8217;ll probably continue to use it. The use of pythagorean expectation is to predict a number of wins given a particular number of games. (The correlation between expected rank and rank by run differential is obvious after thinking it through, since pythagorean expectation is basically just a special case of differential.)</p>
<p>The Rays&#8217; exceedingly economical performance isn&#8217;t surprising, since they&#8217;ve been squeaking out wins regularly all season. As a team, they rank second in MLB in the teams&#8217; number of saves (a stand-in variable for close wins), behind only the LA Angels (who beat them in terms of WAE as well). There&#8217;s also no surprise that one of this season&#8217;s biggest <a href="http://tomflesher.com/?p=8">punching bags</a>, Toronto, is last in the league in negative WAE (that is, wins below expectation).  This is what happens when you lose tight games and get your wins by enormous margins. Lesson to be learned: consistent performance creates measuring statistics that closely match performance.</p>
<p><span style="text-decoration:underline;">Edit to Add</span>: I added an additional page of stats using the 1.81 exponent cited in the Wikipedia article. The numbers changed; the ranks didn&#8217;t.</p>
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		<title>Blue Jays hate Pythagoras.</title>
		<link>http://tomflesher.com/2008/08/23/blue-jays-hate-pythagoras/</link>
		<comments>http://tomflesher.com/2008/08/23/blue-jays-hate-pythagoras/#comments</comments>
		<pubDate>Sat, 23 Aug 2008 22:11:44 +0000</pubDate>
		<dc:creator>tomflesher</dc:creator>
				<category><![CDATA[Baseball]]></category>
		<category><![CDATA[Blue Jays]]></category>
		<category><![CDATA[economics]]></category>

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		<description><![CDATA[The Toronto Blue Jays won another big one today, 11-0 over the visiting Boston Red Sox. It seemed to me that between that, the 14-3 destruction of the Yankees on Thursday, and last Sunday&#8217;s 15-4 route of Boston (again), the 11-run games might have been messing with the team&#8217;s statistical expectations. Sure enough, the big [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=tomflesher.com&amp;blog=20518139&amp;post=541&amp;subd=tomflesher&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>The Toronto Blue Jays won another big one today, <a href="http://sports.espn.go.com/mlb/boxscore?gameId=280823114" target="_blank">11-0 over the visiting Boston Red Sox</a>. It seemed to me that between that, <a href="http://sports.espn.go.com/mlb/boxscore?gameId=280821114" target="_blank">the 14-3 destruction of the Yankees on Thursday</a>, and last Sunday&#8217;s <a href="http://sports.espn.go.com/mlb/boxscore?gameId=280817102" target="_blank">15-4 route of Boston (again)</a>, the 11-run games might have been messing with the team&#8217;s statistical expectations. Sure enough, the big run totals are increasing the Blue Jays&#8217; <a href="http://en.wikipedia.org/wiki/Pythagorean_expectation" target="_blank">pythagorean expectation</a>, with the difference between expected win percentage and actual win percentage being higher after the all-star break than before.</p>
<p>Numbers are behind the cut.</p>
<p style="margin-bottom:0;">
<p style="margin-bottom:0;"><span id="more-541"></span></p>
<p style="margin-bottom:0;">
<p>Runs scored after the All-Star Game: 170 in 34 games, averaging 5.0 runs per game<br />
Runs allowed: 128 in 34 games (120 earned)<br />
Team ERA = 3.59<br />
Pythagorean expected win percentage = 63.819<br />
Actual record: 20-14, 58.824%<br />
Diff = 4.995<br />
(League average ERA = 4.80<br />
League average runs = 170<br />
League average runs allowed = 170)</p>
<p>Runs scored before the All-Star Game: 399, 95, 4.2<br />
Runs allowed: 376 in 95 (344 earned), 3.63<br />
Team ERA = 3.79<br />
Pythagorean = 52.965%<br />
Actual record = 47-48, 49.474%<br />
Diff = 3.491<br />
(League average ERA = 4.10<br />
League average runs = 438<br />
League average runs allowed = 421)</p>
<p>Most surprising to me is the way the American League&#8217;s average ERA has increased after the All-Star Break, whereas the Blue Jays&#8217; has decreased. Where they performed slightly better than average before the break, they&#8217;ve upped their game considerably and widened the gap since the All-Star Game. In addition, they&#8217;ve stopped leaving Roy Halladay criminally unsupported, like they did at the beginning of the season. Their scoring per game has increased by almost a whole run. The problem, of course, is that the Jays aren&#8217;t distributing their runs evenly throughout the games they&#8217;re playing, which we see when we compare the difference between actual and expected winning percentage before and after the All-Star break.</p>
<p>The Jays are going to have to up their consistency, rather than merely their scoring, if they expect to be contenders.</p>
<p>(Data pulled from or computed using numbers pulled from ESPN.com.)</p>
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