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	<title>Comments on: Now these points of data make a beautiful line&#8230;</title>
	<atom:link href="http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/feed/" rel="self" type="application/rss+xml" />
	<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/</link>
	<description>Seattle Mariners and general baseball discussion with David Cameron and Derek Zumsteg</description>
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		<title>By: Jeff Nye</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241475</link>
		<dc:creator>Jeff Nye</dc:creator>
		<pubDate>Thu, 18 Oct 2007 22:18:17 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241475</guid>
		<description>Well, at least from my perspective, it wasn&#039;t intended to be authoritative; it&#039;s just good to note that spending more money doesn&#039;t always equal more wins.

There are always other factors, as you rightly point out.</description>
		<content:encoded><![CDATA[<p>Well, at least from my perspective, it wasn&#8217;t intended to be authoritative; it&#8217;s just good to note that spending more money doesn&#8217;t always equal more wins.</p>
<p>There are always other factors, as you rightly point out.</p>
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		<title>By: Pete Livengood</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241474</link>
		<dc:creator>Pete Livengood</dc:creator>
		<pubDate>Thu, 18 Oct 2007 22:17:14 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241474</guid>
		<description>Probably ended that post a bit earlier than I should have.  To illustrate my point, both Cleveland and Colorado have been good, high marginal $/win teams in the fairly recent past, and are cycling back toward low marginal $/win teams as they re-build with younger players.  In the not-too-distant future, their $/win will go up pretty dramatically, unless they progress to win at some outrageous, 2001 M&#039;s-like rate.</description>
		<content:encoded><![CDATA[<p>Probably ended that post a bit earlier than I should have.  To illustrate my point, both Cleveland and Colorado have been good, high marginal $/win teams in the fairly recent past, and are cycling back toward low marginal $/win teams as they re-build with younger players.  In the not-too-distant future, their $/win will go up pretty dramatically, unless they progress to win at some outrageous, 2001 M&#8217;s-like rate.</p>
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		<title>By: Pete Livengood</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241472</link>
		<dc:creator>Pete Livengood</dc:creator>
		<pubDate>Thu, 18 Oct 2007 22:13:06 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241472</guid>
		<description>Max Power, and Jeff Nye wrote:

&lt;blockquote&gt;&quot;It’s telling to see that the two likely World Series teams both spent less than $1 million per win.&quot;

Yes, well on the flip side the #s 1-3 all made the playoffs and #4 just barely fell short after a fairly substantial collapse. #5 is last years WS champs.&lt;/blockquote&gt;

I&#039;m not sure this means as much as most people think it does, because baseball doesn&#039;t have a true free market for talent.  Good, young teams are artificially cheaper than they might otherwise be, because teams can control good young players for an artificially cheap salary for six years - at least the first three years (before arb-eligibility) will be cheap, and usually the first year of arbitration as well.  So, there will often be a 2-3 year lag between when good, young, cheap team becomes a good, less-young, spendier team - assuming the team has the resources to keep that team together once they have to get paid.

Of course, this doesn&#039;t excuse the Mariners, who&#039;ve sucked (and then sucked a little lsss each year) while spending gobs of money.  But it does skew the analysis a bit.  You&#039;d be better off looking at marginal wins/$ over rolling 4 or 5-year periods, I think, to get a more accurate picture.</description>
		<content:encoded><![CDATA[<p>Max Power, and Jeff Nye wrote:</p>
<blockquote><p>&#8220;It’s telling to see that the two likely World Series teams both spent less than $1 million per win.&#8221;</p>
<p>Yes, well on the flip side the #s 1-3 all made the playoffs and #4 just barely fell short after a fairly substantial collapse. #5 is last years WS champs.</p></blockquote>
<p>I&#8217;m not sure this means as much as most people think it does, because baseball doesn&#8217;t have a true free market for talent.  Good, young teams are artificially cheaper than they might otherwise be, because teams can control good young players for an artificially cheap salary for six years &#8211; at least the first three years (before arb-eligibility) will be cheap, and usually the first year of arbitration as well.  So, there will often be a 2-3 year lag between when good, young, cheap team becomes a good, less-young, spendier team &#8211; assuming the team has the resources to keep that team together once they have to get paid.</p>
<p>Of course, this doesn&#8217;t excuse the Mariners, who&#8217;ve sucked (and then sucked a little lsss each year) while spending gobs of money.  But it does skew the analysis a bit.  You&#8217;d be better off looking at marginal wins/$ over rolling 4 or 5-year periods, I think, to get a more accurate picture.</p>
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		<title>By: Jeff Nye</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241442</link>
		<dc:creator>Jeff Nye</dc:creator>
		<pubDate>Thu, 18 Oct 2007 08:05:46 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241442</guid>
		<description>Just remember, all that you have to represent yourself online is the text that you type, and someone who chronically has bad spelling and grammar is akin to that guy who talks as if he always has a mouthful of food.

(not necessarily saying you&#039;re that guy, just using it by way of example)

I&#039;m sure you have some good things to say, but if your posts are difficult to read, people generally won&#039;t take the time to figure it out.</description>
		<content:encoded><![CDATA[<p>Just remember, all that you have to represent yourself online is the text that you type, and someone who chronically has bad spelling and grammar is akin to that guy who talks as if he always has a mouthful of food.</p>
<p>(not necessarily saying you&#8217;re that guy, just using it by way of example)</p>
<p>I&#8217;m sure you have some good things to say, but if your posts are difficult to read, people generally won&#8217;t take the time to figure it out.</p>
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		<title>By: DMZ</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241440</link>
		<dc:creator>DMZ</dc:creator>
		<pubDate>Thu, 18 Oct 2007 07:58:04 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241440</guid>
		<description>Not at all the point, though obviously USSM has a pretty low tolerance for many errors, and seeing effort in comments makes me happy.

It&#039;s that there&#039;s a convention around people&#039;s names, and silly or not, getting Jo-El&#039;s name (or spelling it &quot;Rick Rizz&quot;) gets your comment nuked with a bracketed spelling correction unless the mods have an enormous amount of time to fix it.</description>
		<content:encoded><![CDATA[<p>Not at all the point, though obviously USSM has a pretty low tolerance for many errors, and seeing effort in comments makes me happy.</p>
<p>It&#8217;s that there&#8217;s a convention around people&#8217;s names, and silly or not, getting Jo-El&#8217;s name (or spelling it &#8220;Rick Rizz&#8221;) gets your comment nuked with a bracketed spelling correction unless the mods have an enormous amount of time to fix it.</p>
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		<title>By: thefin190</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241436</link>
		<dc:creator>thefin190</dc:creator>
		<pubDate>Thu, 18 Oct 2007 07:44:31 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241436</guid>
		<description>Alright, thanks Derek. I&#039;ll be sure to check my spelling before every post now on as well as the content.</description>
		<content:encoded><![CDATA[<p>Alright, thanks Derek. I&#8217;ll be sure to check my spelling before every post now on as well as the content.</p>
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		<title>By: DMZ</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241432</link>
		<dc:creator>DMZ</dc:creator>
		<pubDate>Thu, 18 Oct 2007 06:50:01 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241432</guid>
		<description>Take a clue from the notes: you keep spelling words wrong that traditionally get your comment nuked. Lou Piniella&#039;s the most prominent, but broadcasters, players....

...such as this jp guy...</description>
		<content:encoded><![CDATA[<p>Take a clue from the notes: you keep spelling words wrong that traditionally get your comment nuked. Lou Piniella&#8217;s the most prominent, but broadcasters, players&#8230;.</p>
<p>&#8230;such as this jp guy&#8230;</p>
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		<title>By: thefin190</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241431</link>
		<dc:creator>thefin190</dc:creator>
		<pubDate>Thu, 18 Oct 2007 06:47:36 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241431</guid>
		<description>I am just wondering. I might&#039;ve missed the announcement, but does the tagotron automatically delete my comment if i say a certain word? I am sorry but my comments keep getting deleted and i think its because i keep mentioning jp in st louis. Or does Derek just not like me?</description>
		<content:encoded><![CDATA[<p>I am just wondering. I might&#8217;ve missed the announcement, but does the tagotron automatically delete my comment if i say a certain word? I am sorry but my comments keep getting deleted and i think its because i keep mentioning jp in st louis. Or does Derek just not like me?</p>
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		<title>By: Doc Baseball</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241427</link>
		<dc:creator>Doc Baseball</dc:creator>
		<pubDate>Thu, 18 Oct 2007 03:56:35 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241427</guid>
		<description>My apologies for failing to close the italics after the opening quote.</description>
		<content:encoded><![CDATA[<p>My apologies for failing to close the italics after the opening quote.</p>
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		<title>By: Doc Baseball</title>
		<link>http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/comment-page-1/#comment-241426</link>
		<dc:creator>Doc Baseball</dc:creator>
		<pubDate>Thu, 18 Oct 2007 03:55:23 +0000</pubDate>
		<guid isPermaLink="false">http://ussmariner.com/2007/10/16/now-these-points-of-data-make-a-beautiful-line/#comment-241426</guid>
		<description>&lt;i&gt;on the flip side the #s 1-3 all made the playoffs...&lt;/i&gt;

This is similar to the &lt;a href=&quot;http://ussmariner.com/2007/10/12/organizational-rankings/#comments&quot; rel=&quot;nofollow&quot;&gt; Organizational Rankings&lt;/a&gt; discussion of the other day.  

The top 5 highest payroll teams in 2007 either made the playoffs, or nearly did.  But teams # 23, 24, 25, 26 in payroll also made the playoffs (if you include San Diego), while two mid-payroll teams made the playoffs.  

So, both payroll and how well a team is run are important.  Dave ranked all teams based on his opinion of which were the most well-run.  I calculated some Winning Percentages based on both Dave&#039;s ranking of quality of management and on payroll. 

The top one-third of &quot;Well-Run&quot; teams 2006-7 combined Winning Percentage: .520 

The bottom one-third (&quot;worst-run&quot;) teams 2006-7 combined Winning %: .466

Payroll was not a big factor; payrolls were similar between these two groups,  averaging $86 Million vs $78 Million for 2006-7 combined.  Dave&#039;s well-run teams are basically equally distributed among both low and high payroll teams; similarly, the poorly-run teams have nearly equal numbers of high and low payroll clubs.

Looking at payroll alone, regardless of how well-run the teams are, the differential between the biggest and smallest spenders averaged across 2006-7 is not quite as big:

2006-7 Win. % for top one-third highest-payroll teams:  .519
2006-7 Win. % for bottom-third lowest-payroll teams:  .472

Looking at the 10 playoff or near playoff teams (counting SD and NYM):

Well-Run:
6 were top-third &quot;well-run&quot; teams
1 was a bottom-third &quot;worst-run&quot; team (3 were middle-third well-run teams)

Payroll:
6 were Hi-Payroll Teams (top 10 payrolls)
4 were below-50th-percentile Payroll Teams

Looking at how many teams in 2007 made or nearly made the playoffs based on the combination of how Well-Run and High-vs-Low Payroll:

 3/5 Hi-Pay, Well-Run teams made playoffs
3/10 Hi-Pay, Average- and Poorly-Run teams made playoffs

3/6 Lo-Pay, Well-Run teams made playoffs
1/9 Lo-Pay, Average- and Poorly-Run teams made playoffs

So, higher payroll teams do win more.  But well-run teams win even more, regardless of payroll.

The only poorly-run team to make the playoffs in 2007 was a high-payroll team (Philadelphia).  Not one low-pay, poorly-run team made it.

The Mariners, as you know, were Hi-Payroll, Poorly-Run.</description>
		<content:encoded><![CDATA[<p><i>on the flip side the #s 1-3 all made the playoffs&#8230;</i></p>
<p>This is similar to the <a href="http://ussmariner.com/2007/10/12/organizational-rankings/#comments" rel="nofollow"> Organizational Rankings</a> discussion of the other day.  </p>
<p>The top 5 highest payroll teams in 2007 either made the playoffs, or nearly did.  But teams # 23, 24, 25, 26 in payroll also made the playoffs (if you include San Diego), while two mid-payroll teams made the playoffs.  </p>
<p>So, both payroll and how well a team is run are important.  Dave ranked all teams based on his opinion of which were the most well-run.  I calculated some Winning Percentages based on both Dave&#8217;s ranking of quality of management and on payroll. </p>
<p>The top one-third of &#8220;Well-Run&#8221; teams 2006-7 combined Winning Percentage: .520 </p>
<p>The bottom one-third (&#8221;worst-run&#8221;) teams 2006-7 combined Winning %: .466</p>
<p>Payroll was not a big factor; payrolls were similar between these two groups,  averaging $86 Million vs $78 Million for 2006-7 combined.  Dave&#8217;s well-run teams are basically equally distributed among both low and high payroll teams; similarly, the poorly-run teams have nearly equal numbers of high and low payroll clubs.</p>
<p>Looking at payroll alone, regardless of how well-run the teams are, the differential between the biggest and smallest spenders averaged across 2006-7 is not quite as big:</p>
<p>2006-7 Win. % for top one-third highest-payroll teams:  .519<br />
2006-7 Win. % for bottom-third lowest-payroll teams:  .472</p>
<p>Looking at the 10 playoff or near playoff teams (counting SD and NYM):</p>
<p>Well-Run:<br />
6 were top-third &#8220;well-run&#8221; teams<br />
1 was a bottom-third &#8220;worst-run&#8221; team (3 were middle-third well-run teams)</p>
<p>Payroll:<br />
6 were Hi-Payroll Teams (top 10 payrolls)<br />
4 were below-50th-percentile Payroll Teams</p>
<p>Looking at how many teams in 2007 made or nearly made the playoffs based on the combination of how Well-Run and High-vs-Low Payroll:</p>
<p> 3/5 Hi-Pay, Well-Run teams made playoffs<br />
3/10 Hi-Pay, Average- and Poorly-Run teams made playoffs</p>
<p>3/6 Lo-Pay, Well-Run teams made playoffs<br />
1/9 Lo-Pay, Average- and Poorly-Run teams made playoffs</p>
<p>So, higher payroll teams do win more.  But well-run teams win even more, regardless of payroll.</p>
<p>The only poorly-run team to make the playoffs in 2007 was a high-payroll team (Philadelphia).  Not one low-pay, poorly-run team made it.</p>
<p>The Mariners, as you know, were Hi-Payroll, Poorly-Run.</p>
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