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	<title>Boston &#187; Statistical oddity</title>
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		<title>Crossing the First Hurdle: Playoff Chances After 20 Games</title>
		<link>http://boston.locals.baseballprospectus.com/2015/04/27/crossing-the-first-hurdle-playoff-chances-after-20-games/</link>
		<comments>http://boston.locals.baseballprospectus.com/2015/04/27/crossing-the-first-hurdle-playoff-chances-after-20-games/#comments</comments>
		<pubDate>Mon, 27 Apr 2015 11:02:38 +0000</pubDate>
		<dc:creator><![CDATA[Chris Teeter]]></dc:creator>
				<category><![CDATA[Articles]]></category>
		<category><![CDATA[Brock Holt]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Playoffs]]></category>
		<category><![CDATA[Statistical oddity]]></category>
		<category><![CDATA[Streaks]]></category>

		<guid isPermaLink="false">http://boston.locals.baseballprospectus.com/?p=424</guid>
		<description><![CDATA[Detailing why win number 10 might be a more historically significant achievement than you'd think.]]></description>
				<content:encoded><![CDATA[<p class="western"><span style="color: #000000"><span style="font-size: medium">On Friday night in Baltimore, </span></span><span style="color: #0000ff"><span style="text-decoration: underline"><a href="http://mlb.mlb.com/mlb/gameday/index.jsp?gid=2015_04_24_bosmlb_balmlb_1&amp;mode=video&amp;content_id=87490083&amp;tcid=vpp_copy_87490083" target="_blank"><span style="color: #000000"><span style="font-size: medium">Brock Holt hit a go-ahead 3-run home run</span></span></a></span></span><span style="color: #000000"><span style="font-size: medium"> in the bottom of the 8</span></span><span style="color: #000000"><sup><span style="font-size: medium">th</span></sup></span><span style="color: #000000"><span style="font-size: medium"> inning. It was a huge hit, </span></span><span style="color: #000000"><span style="font-size: medium">worth .429 WPA</span></span><span style="color: #000000"><span style="font-size: medium"> that pushed the Red Sox win </span></span><span style="color: #000000"><span style="font-size: medium">expectancy</span></span><span style="color: #000000"><span style="font-size: medium"> to 93.4%. Holt&#8217;s home run, and the ensuing win also pushed the Red Sox across an important early season hurdle. The win, the Red Sox</span></span><span style="color: #000000"><span style="font-size: medium">&#8216;s</span></span> <span style="color: #000000"><span style="font-size: medium">tenth</span></span> <span style="color: #000000"><span style="font-size: medium">on the season,</span></span><span style="color: #000000"><span style="font-size: medium"> ensured that they will actually have a chance of making the playoffs this </span></span><span style="color: #000000"><span style="font-size: medium">year</span></span><span style="color: #000000"><span style="font-size: medium">.</span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">Wait, what?</span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">At this point you must be wondering what I am prat</span></span><span style="color: #000000"><span style="font-size: medium">tl</span></span><span style="color: #000000"><span style="font-size: medium">ing on about. Here it is directly: in the history of the Red Sox franchise, the first 20 games have represented a benchmark for season success. If the team played .500 baseball or better (10 or more wins), they have in some instances gone on to make the playoffs. </span></span><span style="color: #000000"><span style="font-size: medium">B</span></span><span style="color: #000000"><span style="font-size: medium">ut if they</span></span><span style="color: #000000"><span style="font-size: medium">&#8216;ve</span></span><span style="color: #000000"><span style="font-size: medium"> played worse than .500 ball (</span></span><span style="color: #000000"><span style="font-size: medium">nine</span></span><span style="color: #000000"><span style="font-size: medium"> or fewer wins) the playoffs have consistently been out of reach.</span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">T</span></span><span style="color: #000000"><span style="font-size: medium">he Red Sox are an 114-year-old franchise (established in 1901) that has enjoyed a reasonable amount of post-season success (22 playoff appearances). Yet, remarkably not one of those playoff appearances has come when the team started 9-11 or worse. Getting out to a below .500 record in the first 20 games has happened 46 times in Red Sox history. You&#8217;d think that at least one of those teams were unlucky or had a tough schedule in their first 20 games, but then played better over the course of the next 130-140 games and managed to secure a playoff appearance. Well, you&#8217;d be wrong. It has not happened. You can see for yourself </span></span><span style="color: #0000ff"><span style="text-decoration: underline"><a href="http://www.baseball-reference.com/games/streaks.cgi?games=20&amp;year=ALL&amp;SHOW=TOT&amp;includes=start_year&amp;game_start=10&amp;game_end=135&amp;teams=BOS&amp;orderby=wins&amp;submit=Find+Streaks" target="_blank"><span style="color: #000000"><span style="font-size: medium">here</span></span></a></span></span><span style="color: #000000"><span style="font-size: medium">. For whatever reason getting a </span></span><span style="color: #000000"><span style="font-size: medium">tenth</span></span><span style="color: #000000"><span style="font-size: medium"> win (in the first 20 games) has been crucial for this franchise. Oddly enough two of the 13 Red Sox squads that started 10-10 eventually went on to win the World Series (the 1903 and 1916 </span></span><span style="color: #000000"><span style="font-size: medium">Red</span></span><span style="color: #000000"><span style="font-size: medium"> Sox). </span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">The Red Sox are not necessarily a singular franchise when it comes to the overwhelming influence of the first 20 games on their playoff likelihood. The goose-egg oddity is true for four other franchises (three of whom are relatively new):</span></span></p>
<table border="0" cellspacing="0">
<colgroup width="198"></colgroup>
<colgroup width="300"></colgroup>
<tbody>
<tr>
<td style="text-align: left" align="left" valign="bottom" height="24"><b><span style="color: #000000">Franchise</span></b></td>
<td style="text-align: center" align="center" valign="bottom"><b><span style="color: #000000">Count of &lt;.500 in first 20 without making the Playoffs</span></b></td>
</tr>
<tr>
<td align="left" valign="bottom" height="24"><span style="color: #000000">Baltimore Orioles</span></td>
<td align="center" valign="bottom"><span style="color: #000000">62</span></td>
</tr>
<tr>
<td align="left" valign="bottom" height="24"><span style="color: #000000">Boston Red Sox</span></td>
<td align="center" valign="bottom"><span style="color: #000000">46</span></td>
</tr>
<tr>
<td align="left" valign="bottom" height="24"><span style="color: #000000">Seattle Mariners</span></td>
<td style="text-align: center" align="center" valign="bottom"><span style="color: #000000">20</span></td>
</tr>
<tr>
<td align="left" valign="bottom" height="24"><span style="color: #000000">Washington Nationals</span></td>
<td align="center" valign="bottom"><span style="color: #000000">18</span></td>
</tr>
<tr>
<td align="left" valign="bottom" height="24"><span style="color: #000000">Milwaukee Brewers</span></td>
<td style="text-align: center" align="center" valign="bottom"><span style="color: #000000">17</span></td>
</tr>
</tbody>
</table>
<p class="western"><span style="color: #000000"><span style="font-size: medium">The data in the table are grouped by franchise. So 39 of the Baltimore Orioles seasons are actually St. Louis Browns seasons, and 14 of the Washington Nationals seasons are Montreal Expos seasons. </span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">To more broadly see the trend between eventually making the playoffs and early season record, here is a figure showing the proportion of teams making the playoffs as a function of the number of wins they recorded in their first 20 games. For sample size reasons I excluded seasons in which teams had fewer than </span></span><span style="color: #000000"><span style="font-size: medium">four</span></span><span style="color: #000000"><span style="font-size: medium"> wins, or more than 16 wins. Because we are really most interested in looking at the Red Sox, I have </span></span><span style="color: #000000"><span style="font-size: medium">shown them </span></span><span style="color: #000000"><span style="font-size: medium">separate</span></span><span style="color: #000000"><span style="font-size: medium">ly in red</span></span>.</p>
<p><img class=" aligncenter" src="https://farm9.staticflickr.com/8819/17094210128_410b00c8ed_z.jpg" alt="RedSox_ProbPlayoffs_first20" width="640" height="467" /></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">As is evident, and should be to some extent expected, winning more games in the first 20 has led linearly to more playoff appearances. This is true for all teams, including the Red Sox. However, what is striking, and the reason for this discussion, is the jump for the Red Sox between the </span></span><span style="color: #000000"><span style="font-size: medium">nine</span></span><span style="color: #000000"><span style="font-size: medium">- and 10-win marks. Roughly 10% of the 337 </span></span><span style="color: #000000"><span style="font-size: medium">nine</span></span><span style="color: #000000"><span style="font-size: medium">-win non-Boston teams made the playoffs, while none of the Red Sox teams did. At 10 wins, roughly 12% of the 316 non-Boston teams made the playoffs, but </span></span><span style="color: #000000"><span style="font-size: medium">four</span></span><span style="color: #000000"><span style="font-size: medium"> of the 13 Red Sox teams did (31%). Much of this result is just odd things happening in small samples, </span></span><span style="color: #000000"><span style="font-size: medium">and it&#8217;s not uniquely predictive, </span></span><span style="color: #000000"><span style="font-size: medium">but it is interesting nevertheless. </span></span><span style="color: #000000"><span style="font-size: medium">And it&#8217;s a great way to justify that sinking feeling you get when the Red Sox are losing games early in the season! </span></span><span style="color: #000000"><span style="font-size: medium">Historically, getting a couple of extra wins in the early going has been important for increasing the likelihood of making the playoffs, and especially so for the Red Sox.</span></span></p>
<blockquote>
<p class="western"><span style="color: #000000"><span style="font-size: medium">For whatever reason getting a </span></span><span style="color: #000000"><span style="font-size: medium">tenth</span></span><span style="color: #000000"><span style="font-size: medium"> win in the first 20 games has been crucial for this franchise.</span></span></p>
</blockquote>
<p class="western"><span style="color: #000000"><span style="font-size: medium">All told, being </span></span><span style="color: #000000"><span style="font-size: medium">one</span></span><span style="color: #000000"><span style="font-size: medium">-game above .500 rather than </span></span><span style="color: #000000"><span style="font-size: medium">one</span></span><span style="color: #000000"><span style="font-size: medium">-game below .500 (just a separation of </span></span><span style="color: #000000"><span style="font-size: medium">two</span></span><span style="color: #000000"><span style="font-size: medium"> wins) has meant a 10% difference in making the playoffs. Now, it must be said that there is likely nothing special about these first 20 games. If you checked all 20-game streaks in a season you would find the </span></span><span style="color: #000000"><span style="font-size: medium"><i>shocking</i></span></span><span style="color: #000000"><span style="font-size: medium"> result that being above .500 in those streaks more often than being below .500 leads to a better chance of making the playoffs. So we should continue to avoid overreacting to a team&#8217;s performance in the early going. </span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">Regardless, it could be said that the 2015 Red Sox crossed an important hurdle on Friday night. Getting swept in Baltimore would have placed an ominous cloud over the season; a new curse needing to be broken if you will. But thanks in part to Brock Holt&#8217;s power stroke this team </span></span><span style="color: #000000"><span style="font-size: medium">will</span></span><span style="color: #000000"><span style="font-size: medium"> finish no worse than 10-10 in their first 20, which means that, if history is any guide, they have at least some chance of making the playoffs this year. </span></span></p>
<p class="western"><span style="color: #000000"><span style="font-size: medium">We can all breathe a little easier.</span></span></p>
<p class="western"><em>Photo by Tommy Gilligan/USA Today Sports Image</em></p>
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