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	<title>nerdbaseball.com &#187; jason schmidt</title>
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		<title>Colletti and &#8220;moneyball&#8221; in the same headline&#8230;NOT an April Fools joke</title>
		<link>http://www.nerdbaseball.com/2009/04/colletti-and-moneyball-in-the-same-headlinenot-an-april-fools-joke/</link>
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		<pubDate>Wed, 01 Apr 2009 15:47:19 +0000</pubDate>
		<dc:creator>I Love Nerd York City</dc:creator>
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		<guid isPermaLink="false">http://www.nerdbaseball.com/?p=580</guid>
		<description><![CDATA[While perusing Buster Olney&#8217;s links today, I was immediately drawn to this one from the Los Angeles Daily News: Dodgers GM Colletti plays own version of moneyball by Ramona Shelburne &#8230;But after what he&#8217;s done for the Dodgers this offseason, just imagine what general manager Ned Colletti could do with a couple days in Washington [...]<div class="addthis_toolbox addthis_default_style" addthis:url='http://www.nerdbaseball.com/2009/04/colletti-and-moneyball-in-the-same-headlinenot-an-april-fools-joke/' addthis:title='Colletti and &#8220;moneyball&#8221; in the same headline&#8230;NOT an April Fools joke' ><a class="addthis_button_facebook"></a><a class="addthis_button_twitter"></a><a class="addthis_button_email"></a><a class="addthis_button_google_plusone"></a><a class="addthis_button_compact"></a></div>]]></description>
			<content:encoded><![CDATA[<p>While perusing Buster Olney&#8217;s links today, I was immediately drawn to <a href="http://www.dailynews.com/sports/ci_12033903" target="_blank">this one from the Los Angeles Daily News</a>:</p>
<blockquote><p><strong>Dodgers GM Colletti plays own version of moneyball by Ramona Shelburne</strong></p>
<p><span id="RDS_Site">&#8230;But after what he&#8217;s done for the Dodgers this offseason, just imagine what general manager Ned Colletti could do with a couple days in Washington in a room with Congressional lawmakers who have been dickering, rather fruitlessly, over the federal budget and bank bailout packages.</span></p></blockquote>
<p><span><span id="more-580"></span><br />
</span></p>
<p>Fade in on a crowded room.  Men and women are huddled around large tables, stacks of papers, laptop computers, and calculators are strewn about.  There is heated debate taking place, sleeves are being rolled up, sweat wiped from the brows of exhausted lawmakers.  It is Washington D.C., and the phrases &#8220;bailout,&#8221; &#8220;budget,&#8221; and &#8220;depression&#8221; can be heard constantly rising above the white noise of the room.</p>
<p>Suddenly there is a loud knock, and the door flies open.  Everyone turns to see who is there, but need to shield their eyes, for there is a bright light coming from outside the room, and fog gently rolling through the open doorway.  A silhouette appears from inside the smoke.</p>
<p>&#8220;FEAR NOT MEN AND WOMEN OF CONGRESS!!!&#8221; a voice booms.  &#8220;FEAR NOT PEOPLE OF AMERICA!!! FOR I AM NED COLLETTI, AND I REDUCED THE DODGERS PAYROLL BY $30 MILLION THIS OFFSEASON!!!&#8221;</p>
<p>Back to reality.  Let&#8217;s quickly take a look back at <a href="http://www.nerdbaseball.com/2009/03/warp-value-continued/" target="_blank">my previous post </a>about the amount of money that teams have paid for each WARP added via free agency.</p>
<p>OK? So the guy who has spent <em>over three times the league average per WARP</em> in free agency is now the guy who can solve the most terrifying economic crisis in half a century?</p>
<blockquote><p><span id="RDS_Site">Last year the Dodgers took a $119million payroll into the season. This season, it will be approximately $90 million. </span></p>
<p>If you&#8217;re doing the math, that&#8217;s about a 24 percent reduction in labor costs to produce a product that looks &#8211; at least on paper &#8211; as good or better than the team that ended the season in the NLCS last October.</p></blockquote>
<p>$30M reduction&#8230;where&#8217;s it coming from?  Maddux retires, -1.2M.  Kent retires, -9M.  Lowe leaves via free agency, -10M.  Penny leaves via free agency, -9.5M.  Nomar&#8217;s contract is over, -8.5M.  Restructure Andruw Jones&#8217;s albetross, -9M.</p>
<p>That&#8217;s $50M coming off the books.  And he&#8217;s still paying Juan Pierre, Andruw Jones (now on Texas), and Jason Schmidt a total of $31M, none of whom figure to contribute much to the Dodgers 2009 title chances.</p>
<p>Now it&#8217;s true, regular readers already know that I was nearly jumping off the Tobin Bridge because the Mets didn&#8217;t sign Orlando Hudson for peanuts, and let the Dodgers get Manny for a contract with plenty of deferred money.  You have to give credit where it&#8217;s due on those moves.  But I don&#8217;t give a dog credit for crapping on the rug, and then eating it back up before its owner notices the mess.</p>
<blockquote><p><span id="RDS_Site">Now, if only Colletti, assistant GM Kim Ng and Co. had a few days to spare for a trip to Capitol Hill.</span></p></blockquote>
<p><span><a href="http://www.cic.gc.ca/english/index.asp" target="_blank">Here&#8217;s a link</a> just in case they free up their schedule and head to D.C&#8230;.<br />
</span></p>
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		<title>WARP value continued&#8230;</title>
		<link>http://www.nerdbaseball.com/2009/03/warp-value-continued/</link>
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		<pubDate>Fri, 13 Mar 2009 11:01:57 +0000</pubDate>
		<dc:creator>I Love Nerd York City</dc:creator>
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		<guid isPermaLink="false">http://www.nerdbaseball.com/?p=458</guid>
		<description><![CDATA[After I addressed the price that several of MLB&#8217;s top players were paid for each WARP (win above replacement player) that they contributed, Prof. Nerdtron posed the question of which teams did the best job finding value through free agency. I tried to at least begin answering this question by looking at the entire free [...]<div class="addthis_toolbox addthis_default_style" addthis:url='http://www.nerdbaseball.com/2009/03/warp-value-continued/' addthis:title='WARP value continued&#8230;' ><a class="addthis_button_facebook"></a><a class="addthis_button_twitter"></a><a class="addthis_button_email"></a><a class="addthis_button_google_plusone"></a><a class="addthis_button_compact"></a></div>]]></description>
			<content:encoded><![CDATA[<p>After <a href="http://www.nerdbaseball.com/2009/02/a-bargain-at-any-price/" target="_blank">I addressed the price that several of MLB&#8217;s top players were paid</a> for each WARP (win above replacement player) that they contributed, Prof. Nerdtron posed the question of which teams did the best job finding value through free agency. I tried to at least begin answering this question by looking at the entire free agent class of 2006/7 and 2007/8. So which teams have done the best job over the past two years?</p>
<p><span id="more-458"></span></p>
<p></p>
<h2>Price Per WARP via Free Agency</h2>
<table class="wptable rowstyle-alt" id="wptable-10"  cellspacing="1">
	<thead>
	<tr>
		<th class="sortable" style="width:150px" align="center">Team</th>
		<th class="sortable" style="width:200px" align="center">Price Per WARP via FA ($)</th>
	</tr>
	</thead>
	<tr>
		<td style="width:150px" align="center">Florida</td>
		<td style="width:200px" align="center">1,010,416</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Tampa Bay</td>
		<td style="width:200px" align="center">1,024,154</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Philadelphia</td>
		<td style="width:200px" align="center">1,220,720</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Colorado</td>
		<td style="width:200px" align="center">1,361,111</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">San Diego</td>
		<td style="width:200px" align="center">1,577,464</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Oakland</td>
		<td style="width:200px" align="center">1,750,000</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Baltimore</td>
		<td style="width:200px" align="center">1,784,328</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">St. Louis</td>
		<td style="width:200px" align="center">1,817,673</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Chicago Cubs</td>
		<td style="width:200px" align="center">1,828,770</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Cincinnati</td>
		<td style="width:200px" align="center">1,859,649</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Toronto</td>
		<td style="width:200px" align="center">1,964,204</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Kansas City</td>
		<td style="width:200px" align="center">1,969,387</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Boston</td>
		<td style="width:200px" align="center">2,245,185</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Texas</td>
		<td style="width:200px" align="center">2,249,657</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Cleveland</td>
		<td style="width:200px" align="center">2,285,947</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Detroit</td>
		<td style="width:200px" align="center">2,307,692</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">NY Mets</td>
		<td style="width:200px" align="center">2,398,760</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Houston</td>
		<td style="width:200px" align="center">2,400,124</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Milwaukee</td>
		<td style="width:200px" align="center">2,515,015</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">LA Angels</td>
		<td style="width:200px" align="center">2,833,333</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">NY Yankees</td>
		<td style="width:200px" align="center">2,865,877</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">San Francisco</td>
		<td style="width:200px" align="center">2,943,127</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Seattle</td>
		<td style="width:200px" align="center">3,584,567</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Washington</td>
		<td style="width:200px" align="center">3,722,222</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Chicago White Sox</td>
		<td style="width:200px" align="center">3,921,052</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Minnesota</td>
		<td style="width:200px" align="center">4,612,500</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">LA Dodgers</td>
		<td style="width:200px" align="center">9,672,067</td>
	</tr>
	<tr class="alt">
		<td style="width:150px" align="center">Pittsburgh</td>
		<td style="width:200px" align="center">22,100,000</td>
	</tr>
	<tr>
		<td style="width:150px" align="center">Atlanta</td>
		<td style="width:200px" align="center">INF (11.6M spent on 0 WARP)</td>
	</tr>
</table><p>
</p>
<p>Let&#8217;s get the grains of salt out of the way&#8230;this table only takes two seasons of free agency/performance into account (thats how many years of free agency data I was able to find on ESPN.com). For some teams that&#8217;s only a half-dozen signings, not the biggest sample size. I only considered free agents who were given guaranteed major league contracts. If players were traded mid-season, I had no way of tracking how much of the remaining season salary was paid by the original team (though I don&#8217;t think that these few occasions would have had much effect on the overall numbers).</p>
<p>Despite these caveats, there are some interesting numbers to be found in the above table. First of all, <strong>the average price per WARP paid to free agents over the past two years was $2,374,331. </strong>This is not far off from the median price, which was $2,285,947. Of the major market teams, the Cubs have done the best job of finding value in free agency. Only the Dodgers, Braves, and Pirates fall more than <a href="http://en.wikipedia.org/wiki/Standard_deviation" target="_blank">one standard deviation from the mean</a> (approx $4M&#8230;not including Atlanta&#8217;s infinite price).</p>
<p>Since these three teams are <a href="http://en.wikipedia.org/wiki/Outlier" target="_blank">pretty big outliers</a>, I ran the standard deviation numbers again without these teams involved (we&#8217;ve already identified that they&#8217;ve done an extraordinarily poor job over the past two years). Without them, the mean only dropped to $2,309,728, but the standard deviation dropped to $895,192, and some more interesting comparisons can be made.</p>
<p>In this set, the Marlins, Rays, Phillies, and Rockies all fall outside one stdev on the &#8220;finding good value&#8221; side of the curve. Of those four, the Rays, Phillies, and Rockies were World Series representatives during that same time period.</p>
<p>On the &#8220;we&#8217;ve been wasting money&#8221; side of the curve, the Mariners, Nationals, and White Sox fell outside one stdev, and the Twins fell over two stdevs of the mean! While the Mariners and Nationals had abysmal 2008s, Seattle did have 88 wins in 2007, and the White Sox and Twins actually tied for the 2008 AL Central title before their one game playoff (being in the same division was certainly beneficial for these two).</p>
<p>Back to those outliers&#8230;In the case of Pittsburgh, the team only spent about $6.6M in free agency over the past two seasons. However, their $22M per WARP shows that this money was not spent very efficiently. My initial reaction was to give them some additional leeway since they are a small market team, and don&#8217;t have the funds to target the top free agents, or mask any mistakes with additional signings. However, Oakland, Tampa Bay, and Florida all had lower payrolls than Pittsburgh, and they each paid less than $1.75M per WARP. Pittsburgh fans, avert your eyes. Otherwise, take a look at these signings by the Pirates: Tony Armas got paid $3.5M for 0.6 WARP, Yosian Herrera got paid $1.28M for -0.4 WARP, Chris Gomez got $1M for 0.1 WARP, and Byung-Hyun Kim got $850K for 0.0 WARP. If there&#8217;s any slack left to be given, it&#8217;s that the lack of recent success and the wild Pittsburgh nightlife and weather don&#8217;t stand much of a chance of attracting those lower-salary free agents against South Beach or the Bay area.</p>
<p>The Dodgers, on the other hand, have no excuse. Major market attraction? Check. Sunny California attraction? Check. Laid-back west coast attraction? Check. Enough money to mask mistakes with more transactions? Check. Recent playoff appearance? Check. Yet over the past two years, the Dodgers have spent over $122M on their free agents&#8217; salaries, and still have an average price per WARP of over $9.5M. Juan Pierre at $8.8M per, Nomar at $9.25M per, Jason Schmidt at $15.7M per, and Andruw Jones at $18.1M per, I&#8217;m looking at you&#8230;No wait. Actually, Ned Colletti I&#8217;m looking at YOU. No one better complain about Manny&#8217;s contract when he&#8217;ll be the one high-paid player on the Dodgers who actually puts up big numbers.</p>
<p>One major surprise for me was that the Giants didn&#8217;t have a terrible price per WARP. I would&#8217;ve thought that the Rich Aurillia, Dave Roberts, and Barry Zito contracts would&#8217;ve created a hole that was too deep to dig out of. And Atlanta&#8230;what happened? Paying $11M over two years for the production of replacement players is quite an accomplishment</p>
<p>So where to go from here? It will be interesting to revisit this list after the current season, when so many teams spent so much less on free agents, and the Yankees spent so much more than usual but signed three players with star potential. It would also be interesting to track this data from the start of each current GM&#8217;s reign, and ranking their careers in free agency signings. Anyone know where I can find all of this data easily?</p>
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