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	<title>Russian Machine Never Breaks &#187; Sacrificing Goats</title>
	<atom:link href="http://www.russianmachineneverbreaks.com/tag/sacrificing-goats/feed/" rel="self" type="application/rss+xml" />
	<link>http://www.russianmachineneverbreaks.com</link>
	<description>A cheerfully demented Washington Capitals site with a healthy fixation on Alex Ovechkin and his Russian bros. CRASH THE NET!</description>
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		<title>Neil Goes on the Record: A Look Back at his Predictions</title>
		<link>http://www.russianmachineneverbreaks.com/2011/04/12/neil-goes-on-the-record-a-look-back-at-his-predictions/</link>
		<comments>http://www.russianmachineneverbreaks.com/2011/04/12/neil-goes-on-the-record-a-look-back-at-his-predictions/#comments</comments>
		<pubDate>Tue, 12 Apr 2011 13:37:13 +0000</pubDate>
		<dc:creator>Neil Greenberg</dc:creator>
				<category><![CDATA[Opinion]]></category>
		<category><![CDATA[Statistical Analysis]]></category>
		<category><![CDATA[Alex Ovechkin]]></category>
		<category><![CDATA[Alex Semin]]></category>
		<category><![CDATA[Eric Fehr]]></category>
		<category><![CDATA[Mathieu Perreault]]></category>
		<category><![CDATA[Mike Knuble]]></category>
		<category><![CDATA[Sacrificing Goats]]></category>
		<category><![CDATA[Shutouts]]></category>
		<category><![CDATA[Washington Capitals]]></category>

		<guid isPermaLink="false">http://www.russianmachineneverbreaks.com/?p=16997</guid>
		<description><![CDATA[Part of being a stat geek &#8220;numbers guy&#8221; means I go on the record a lot with predictions, and this season was no different. Sometimes I&#8217;m right and sometimes I am righter. Let&#8217;s take a look back and see how I did both on RMNB and on my posts for The Washington Post&#8217;s Capitals Insider. [...]]]></description>
				<content:encoded><![CDATA[<p>Part of being a <span style="text-decoration: line-through;">stat geek</span> &#8220;numbers guy&#8221; means I go on the record a lot with predictions, and this season was no different. Sometimes I&#8217;m right and sometimes I am righter. Let&#8217;s take a look back and see how I did both on RMNB and on my posts for The Washington Post&#8217;s <a target="_blank" href="http://www.washingtonpost.com/blogs/capitals-insider">Capitals Insider</a>.</p>
<p><span id="more-16997"></span></p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to What Can We Expect From Mathieu Perreault?" rel="bookmark" href="/2010/08/09/what-can-we-expect-from-mathieu-perreault/">What Can We Expect From Mathieu Perreault?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/08/mathieu-perreault-leafs.jpg"><img class="alignnone size-full wp-image-7021" style="border: solid 1px #00204d" title="Will Mathieu Perreault be the Caps second line center?" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/08/mathieu-perreault-leafs.jpg" alt="mathieu-perreault-leafs" width="607" /></a></p>
<blockquote><p>somewhere between 27 – 35 points for an 82 game  NHL schedule in his second year, similar to the sophomore seasons of <a href="http://www.hockey-reference.com/players/r/reginpe01.html" target="_blank">Peter Regin</a>, <a href="http://www.hockey-reference.com/players/v/vermean01.html" target="_blank">Antoine Vermette</a>, <a href="http://www.hockey-reference.com/players/s/steenal01.html" target="_blank">Alex Steen</a> and <a href="http://www.hockey-reference.com/players/b/backeda01.html" target="_blank">David Backes</a>. Third line centers – sure. Second line pivots for a Cup caliber team? Not likely.</p></blockquote>
<p>Perreault scored <a href="http://www.hockey-reference.com/players/p/perrema01.html" target="_blank">14 points in 35 NHL games</a> during his second stint, which comes out to 32-33 points over an 82 game season.</p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to Mike Knuble And Fine Wine: Both Better With Age?" rel="bookmark" href="../2010/08/13/mike-knuble-and-fine-wine-both-better-with-age/">Mike Knuble And Fine Wine: Both Better With Age?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/08/mike-knuble.jpg"><img class="alignnone size-full wp-image-7032" style="border: solid 1px #00204d" title="Will Mike Knuble have a career year at 38?" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/08/mike-knuble.jpg" alt="Will Mike Knuble have a career year at 38?" width="607" /></a></p>
<blockquote><p>This allows us to project Knuble’s production to fall somewhere between  43 – 48 points this year. Not terrible for an old man, but is it enough  to sustain him on the top line with Alexander Ovechkin and Nicklas Backstrom?</p></blockquote>
<p>Knuble took the looong way to 40 points this season. And what did Bruce Boudreau say about him Monday? “He’s like fine wine.&#8221;<a title="Permanent Link to Is Two Days Enough?" rel="bookmark" href="../2010/12/16/is-two-days-enough/"></a></p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to Is Two Days Enough?" rel="bookmark" href="../2010/12/16/is-two-days-enough/">Is Two Days Enough?</a></span></p>
<p><a class="vt-p" href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/12/bruce-boudreau-practice.jpg"><img class="alignnone size-full wp-image-11625" style="border: solid 1px #00204d" title="Bruce Boudreau" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/12/bruce-boudreau-practice.jpg" alt="Bruce Boudreau" width="607" /></a></p>
<blockquote><p>The Caps have the worst win percentage (.559) with 2 days in between  games. Compare that to back-to-back games (.605) or even just one day to  prepare (.683), and we could have to wait until the boys in red face  Ottawa on Dec 19th before we see the Caps right the ship.</p></blockquote>
<p>They broke their losing streak against Ottawa on Dec 19.</p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to Why Sacrificing A Goat Won’t Help Mike Knuble" rel="bookmark" href="../2010/11/08/why-sacrificing-a-goat-wont-help-mike-knuble/">Why Sacrificing A Goat Won’t Help Mike Knuble</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/11/knuble-stopped.jpg"><img src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/11/knuble-stopped.jpg" alt="It&#039;s been that kind of year for Kanoobs." title="It&#039;s been that kind of year for Kanoobs." width="607" class="alignnone size-full wp-image-9912" style="border: solid 1px #00204d" /></a></p>
<blockquote><p>If Knuble were to experience the average decline, we could expect his  shooting percentage to be 13.1%, which is much more in line with his  career average.</p></blockquote>
<p>Knuble ended the season at 11.8%.</p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to Can Alex Semin Score 40 Goals Again in 2010-11?" rel="bookmark" href="../2010/09/26/can-alex-semin-score-40-goals-again-in-2010-11/">Can Alex Semin Score 40 Goals Again in 2010-11?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/09/Neil_100918_14264.jpg"><img class="alignnone size-full wp-image-8316" title="Neil_100918_14264" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/09/Neil_100918_14264.jpg" alt="Neil_100918_14264" width="607" style="border: solid 1px #00204d"  /></a></p>
<p>I projected .47 goals per game. Semin finished at .43.</p>
<hr />
<p><span style="font-size: 16px"><a href="http://voices.washingtonpost.com/capitalsinsider/statistical-analysis/statistical-analysis-are-more.html" target="_blank">Are more shutouts ahead for Capitals?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/03/i-13.jpeg"><img class="aligncenter size-full wp-image-16164" style="border: solid 1px #000" title="Colin Greening scores on Semyon Varlamov" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/03/i-13.jpeg" alt="Colin Greening scores on Semyon Varlamov" width="607" /></a></p>
<blockquote><p>What is worrisome is the offense has, at best, a 7 percent chance on any  given night to be shut out and its recent performance suggests it could  be as high as 10-15 percent &#8212; which means another two or four shutouts on the horizon.</p></blockquote>
<p>That was after shutout number eight. Florida handed them shutout number eleven during the last regular season game.</p>
<hr />
<p><span style="font-size: 16px"><a href="http://voices.washingtonpost.com/capitalsinsider/statistical-analysis/statistical-analysis-dont-pani.html" target="_blank">Don&#8217;t panic just yet</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/12/dj-king-fight-colton-orr.jpeg"><img class="aligncenter size-full wp-image-16164" style="border: solid 1px #000"  src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/12/dj-king-fight-colton-orr.jpeg" alt="DJ King fight" width="607" /></a></p>
<blockquote><p>we should see the Caps we know and love on the ice sooner rather than  later &#8211; without making a trade or firing the coach. After all, shinny  happens, and when it happens in December it is no time for panic.</p></blockquote>
<p>The Caps went on to win the top seed in the East.</p>
<hr />
<p><span style="font-size: 16px"><a href="http://voices.washingtonpost.com/capitalsinsider/statistical-analysis/statistical-analysis-dont-coun.html" target="_blank">Don&#8217;t count Alex Ovechkin out just yet</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/04/i-21.jpeg"><img class="aligncenter size-full wp-image-16616" style="border: solid 1px #000" title="Ovechkin celebration" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/04/i-21.jpeg" alt="Ovechkin celebration" width="607" /></a></p>
<blockquote><p>Ovechkin has his work cut out for him, but the top line is &#8220;back on track,&#8221;  and over the last two games The Great 8 has been on the ice for nearly  two thirds (25 of 37) of Washington&#8217;s scoring chances. While he may be  the underdog, Ovechkin is not a long shot by any means. So don&#8217;t count  him out just yet.</p></blockquote>
<p>He did end up catching Crosby for the scoring title, but only because a concussion sidelined him since the Winter Classic. Stamkos struggled a bit down the stretch, however that wasn&#8217;t enough to let Ovi catch up either. And while I did pick Corey perry in my fantasy league, I didn&#8217;t expect to see him put up 50 goals either.</p>
<hr />
<p><span style="font-size: 16px"><a href="http://voices.washingtonpost.com/capitalsinsider/statistical-analysis/nicklas-backstrom-leads-the-wa.html" target="_blank">Nicklas Backstrom leads the way in the defensive zone, but is that a good thing?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/05/nicklas-backstrom.jpg"><img class="alignnone size-full wp-image-4356" title="nicklas-backstrom" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/05/nicklas-backstrom.jpg" alt="nicklas-backstrom" width="607" /></a></p>
<blockquote><p>This season, Backstrom has started in the offensive zone just 49 percent  of the time &#8212; taking more defensive draws than any of the other pivots  &#8212; with a single assist as his only even-strength point scored. If he  continues to be used this way, we should see a decline in offensive  production</p></blockquote>
<p>Backstrom started in the offensive zone <a href="http://behindthenet.ca/2010/new_5_on_5.php?sort=60&amp;section=zonestart&amp;mingp=&amp;mintoi=&amp;team=WSH&amp;pos=C" target="_blank">only 51% of the time</a>, down from 58% the year before. Is that the sole reason for his drop in production? Probably not, but it certainly didn&#8217;t help.</p>
<hr />
<p><span style="font-size: 16px"><a href="http://voices.washingtonpost.com/capitalsinsider/statistical-analysis/will-eric-fehr-have-another-br.html" target="_blank">Will Eric Fehr have another breakout season?</a></span></p>
<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/01/fehr-second-goal.jpg"><img class="alignnone size-full wp-image-12294" style="border: solid 1px #000" title="fehr-second-goal" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2011/01/fehr-second-goal.jpg" alt="fehr-second-goal" width="607" /></a></p>
<blockquote><p>Secondary scoring is going to be a key issue for the Caps in 2011, and  while it would be great for Fehr to outperform his recent contract  extension, it is more likely we see him turn in a 15-20 goal season.</p></blockquote>
<p>Fehr had an injury filled year, but still managed to pot ten goals in 52 games or 15-16 prorated over an 82 game season.</p>
<hr />
<p><span style="font-size: 16px"><a title="Permanent Link to Alex Ovechkin: 50 in 50?" rel="bookmark" href="../2010/10/14/alex-ovechkin-50-in-50/">Alex Ovechkin: 50 in 50?</a></span></p>
<p><a class="vt-p" href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/10/ovechkin-goal.jpg"><img class="alignnone size-full wp-image-8973" style="border: solid 1px #00204d" title="ovechkin-goal" src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/10/ovechkin-goal.jpg" alt="ovechkin-goal" width="607" /></a></p>
<blockquote><p>For an 82-game season, I have Ovechkin scoring on average 42 goals, plus or minus 8.</p></blockquote>
<p>This was a bold statement to make back in October and man did this get some people fired up. Let&#8217;s look at some of the comments:</p>
<p><em>How can you arrive at “Ovechkin scoring on average 42 goals, plus or  minus 8″, given that historically he averages 50+? <strong>Seems to me that  something is way off.</strong></em></p>
<p><em>If you’re simulating that Alex Ovechkin is going to score an average of  42 goals over the next 82 games based on the past five years of data (in  which he’s dipped below 50 only once), <strong>I suspect there’s something  wrong with the simulation.</strong></em></p>
<p><em>the problem is this; if you’re running a simulation of Alex Ovechkin’s  next season BASED ON THE DATA FROM THE PAST FIVE YEARS and you’re  arriving at a mean of 91% of the prior low-water mark, <strong>you’ve screwed up  your simulation somewhere</strong>.</em></p>
<p><em>If your simulation is deviating from the observed results that much,  <strong>something is most likely wrong</strong>. Both [of us] understand standard  deviation, but the mean is just too low for this to be correct.</em></p>
<p>We know now  that this wasn&#8217;t far off after all. I thought a 37-goal season &#8220;looks light&#8221; and said I would take the over, but 42-8 = 34, and <a href="http://www.hockey-reference.com/players/o/ovechal01.html" target="_blank">Ovi ended up with 32 goals</a>.</p>
 
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		<title>Why Sacrificing A Goat Won&#8217;t Help Mike Knuble</title>
		<link>http://www.russianmachineneverbreaks.com/2010/11/08/why-sacrificing-a-goat-wont-help-mike-knuble/</link>
		<comments>http://www.russianmachineneverbreaks.com/2010/11/08/why-sacrificing-a-goat-wont-help-mike-knuble/#comments</comments>
		<pubDate>Tue, 09 Nov 2010 01:45:30 +0000</pubDate>
		<dc:creator>Neil Greenberg</dc:creator>
				<category><![CDATA[Opinion]]></category>
		<category><![CDATA[Statistical Analysis]]></category>
		<category><![CDATA[Mike Knuble]]></category>
		<category><![CDATA[Sacrificing Goats]]></category>
		<category><![CDATA[Washington Capitals]]></category>

		<guid isPermaLink="false">http://www.russianmachineneverbreaks.com/?p=9900</guid>
		<description><![CDATA[Mike Knuble&#8217;s struggles are widely known in Caps circles (one goal in fourteen games), but sacrificing a goat, as he joked he might do on DC101, won&#8217;t do him any good. Knuble had a career high shooting percentage of 19.2% last year &#8211; at age 37 &#8211; so we are seeing two mechanisms at work [...]]]></description>
				<content:encoded><![CDATA[<p><a href="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/11/knuble-stopped.jpg"><img src="http://www.russianmachineneverbreaks.com/wp-content/uploads/2010/11/knuble-stopped.jpg" alt="It&#039;s been that kind of year for Kanoobs." title="It&#039;s been that kind of year for Kanoobs." width="607" class="alignnone size-full wp-image-9912" style="border: solid 1px #00204d" /></a></p>
<p>Mike Knuble&#8217;s struggles are widely known in Caps circles (one goal in fourteen games), but <a target="_blank" href="http://twitter.com/dcsportsbog/status/1717479055302656">sacrificing a goat, as he joked he might do on DC101</a>, won&#8217;t do him any good.</p>
<p>Knuble had a <a href="http://www.hockey-reference.com/players/k/knublmi01.html" target="_blank">career high shooting percentage of 19.2% last year &#8211; at age 37</a> &#8211; so we are seeing two mechanisms at work here: Production slowing down due to age and his shooting percentage regressing back to the mean. In English, he&#8217;s getting old and isn&#8217;t getting the same lucky bounces as he did last year.</p>
<p><span id="more-9900"></span></p>
<p>Since the lockout, skaters with at least 150 shots in a season have seen their shooting percentage decline the following year. Those with individual shooting percentages over 19% saw a significant decrease the following year:</p>
<table style="border-collapse:  collapse;table-layout:fixed; text-align: center; margin-bottom: 15px; border: solid 1px #666; margin-left: 75px" border="0" cellspacing="0" cellpadding="0">
<colgroup>
<col width="109"></col>
<col width="200"></col>
<col width="125"></col>
<col width="42"></col>
<col width="75"></col>
<col width="43"></col>
<col width="77"></col>
</colgroup>
<tbody>
<tr height="15">
<td width="41" height="15" class="statHead2"><strong>Shooting %</strong></td>
<td width="150" class="statHead2"><strong>Shooting % the following year</strong></td>
<td width="44" class="statHead2"><strong>Average Decline</strong></td>
</tr>
<tr height="15">
<td height="15" style='border-bottom:solid 1px #666'><b>&lt;</b> 19%</td>
<td style='border-bottom:solid 1px #666'>10.7%</td>
<td style='border-bottom:solid 1px #666'><span style="color: red">-3.4%</span></td>
</tr>
<tr height="15">
<td height="15">19%+</td>
<td>13.6%</td>
<td><span style="color: red">-31.7%</span></td>
</tr>
</tbody>
</table>
<p>If Knuble were to experience the average decline, we could expect his shooting percentage to be 13.1%, which is much more in line with his career average.</p>
<p>There is no doubt <a href="http://www.russianmachineneverbreaks.com/2010/11/08/caps-scoring-chances-thru-nov-7-2010/" target="_blank">Knuble is getting the scoring chances</a>, and we should see his current 5-goal season pace pick up. Unfortunately, he can kill all the goats he wants, but it won&#8217;t help bring his shooting percentage back up to 19%.</p>
<hr />
<p><strong>Bonus! Here&#8217;s audio of Mike Knuble&#8217;s interview with Elliott this morning.</strong></p>
<table width="607" cellpadding=0 cellspacing=0 border=0>
<tr>
<td>Part 1</td>
<td>Part 2</td>
<tr>
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</tr>
</table>
 
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