{"id":26477,"date":"2013-11-26T17:48:19","date_gmt":"2013-11-27T01:48:19","guid":{"rendered":"http:\/\/seamheads.com\/?p=26477"},"modified":"2013-11-26T17:49:40","modified_gmt":"2013-11-27T01:49:40","slug":"scalding-50-game-stretches-in-mlb-history-and-how-teams-did-immediately-before-and-after","status":"publish","type":"post","link":"https:\/\/seamheads.com\/blog\/2013\/11\/26\/scalding-50-game-stretches-in-mlb-history-and-how-teams-did-immediately-before-and-after\/","title":{"rendered":"Scalding 50-Game Stretches in MLB History and How Teams Did Immediately Before and After"},"content":{"rendered":"<p>The story of the 2013 L.A. Dodgers is well known. After starting off with a 30-42 record, which left them last in the National League West on June 21 (9.5 games behind first-place Arizona), the Dodgers caught fire. From June 22-August 17, L.A. put together the best 50-game stretch in 71 years &#8211; 42 wins and 8 losses &#8211; and one of the five best since 1901. However, after the Dodgers&#8217; 42-8 stretch upped their record to 72-50 and propelled them into first in the NL West (8.5 games ahead of the Diamondbacks), L.A. finished off the regular season with only a 20-20 record. The 20-20 close-out helped to dampen the optimism of some writers for how the Dodgers would fare in the playoffs (<a href=\"http:\/\/www.oberjuerge.com\/http:\/www.oberjuerge.com\/giving-up-on-the-dodgers\/\" target=\"_blank\">here<\/a> and <a href=\"http:\/\/www.labigleagues.com\/2013\/10\/tight-matches-on-deck-for-nl-playoffs.html\" target=\"_blank\">here<\/a>).<\/p>\n<p>My purpose in this article is to examine the Dodgers&#8217; lackluster showing in (roughly) the final quarter of the season. Had any other teams that had recorded a 40-10 (or better) stretch in a season finished as poorly as the Dodgers? Given that L.A. hadn&#8217;t started the season so well, was there a correlation between a team&#8217;s performance before its 40-10 (or better) stretch and after it? I address these questions in the remainder of the article.<\/p>\n<p>To begin, the following table shows all instances of a team winning 40 or more out of 50 from 1901 onward. One writer, rather than talking of a &#8220;hot streak,&#8221; referred to a 39-11 stretch or better as a &#8220;<a href=\"http:\/\/bigbadbaseball.blogspot.com\/2013\/08\/top-fifty-dodgers-scald-in-historical.html\" target=\"_blank\">scald<\/a>.&#8221; Even though my cut-off was slightly different, I will still adopt the <i>scald<\/i> terminology. Two additional articles (<a href=\"http:\/\/www.baseballnation.com\/2013\/8\/19\/4637890\/los-angeles-dodgers-streak-fifty-games-history-ranking\" target=\"_blank\">here<\/a> and <a href=\"http:\/\/groundballwitheyes.blogspot.com\/2013\/08\/the-best-50-game-stretches-in-baseball.html\" target=\"_blank\">here<\/a>) were also helpful to me as I created the table.<\/p>\n<p><a href=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Dodgers31.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26510\" alt=\"Dodgers3\" src=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Dodgers31.png\" width=\"534\" height=\"580\" srcset=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Dodgers31.png 534w, https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Dodgers31-276x300.png 276w\" sizes=\"auto, (max-width: 534px) 100vw, 534px\" \/><\/a><\/p>\n<p style=\"text-align: center;\"><i>Notes. Ties are ignored. Teams having fewer than 40 games before or after the 50-game &#8220;scald&#8221; are shown in RED.<\/i><\/p>\n<p>As the following bar graph shows, the Dodgers indeed had one of the weakest codas to a season that included a 50-game scald. Among teams with at least 40 post-scald games remaining on the schedule (a cut-off I applied to avoid sample sizes of games that were too small), the Dodgers were among only three teams not to exceed .500 in those contests. Though maintaining an .800-plus winning percentage <i>after<\/i> the 50-game scald would be unlikely due, if nothing else, to <a href=\"http:\/\/www.nbastuffer.com\/component\/option,com_glossary\/Itemid,0\/catid,44\/func,view\/term,Regression%20To%20The%20Mean\/\" target=\"_blank\">regression toward the mean<\/a>, eight teams closed out their respective seasons at clips of .650 and above.<\/p>\n<p><a href=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Wgraph.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26516\" alt=\"Wgraph\" src=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Wgraph.jpg\" width=\"557\" height=\"438\" srcset=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Wgraph.jpg 557w, https:\/\/seamheads.com\/blog\/wp-content\/uploads\/Wgraph-300x235.jpg 300w\" sizes=\"auto, (max-width: 557px) 100vw, 557px\" \/><\/a><\/p>\n<p>Another possible reason the Dodgers fell off so dramatically after their scald is that they overperformed in terms of wins and losses during the scald, relative to their run-scoring and run-prevention, and perhaps their luck ran out. According to this <a href=\"http:\/\/bigbadbaseball.blogspot.com\/2013\/08\/top-fifty-dodgers-scald-in-historical.html\" target=\"_blank\">article<\/a>:<\/p>\n<p><i>The most basic thing we can see from that data is that certain teams have had a sizable &#8220;luck&#8221; quotient during their &#8220;scalds.&#8221; The Dodgers&#8217; just-completed skein is one of those where the team won at least five additional games more than what their [Pythagorean equation] projected to be the case.<\/i><\/p>\n<p>(<a href=\"http:\/\/en.wikipedia.org\/wiki\/Pythagorean_expectation\" target=\"_blank\">Baseball&#8217;s version of the Pythagorean theorem<\/a> uses a team&#8217;s runs scored and runs allowed to estimate its expected win-loss record.)<\/p>\n<p>Let&#8217;s move on to the next question, namely whether a team&#8217;s pre-scald record correlates with (or predicts) its post-scald record. Such a proposition suggests that the scald itself is a great departure from a team&#8217;s typical success rate, whereas the pre- and post-scald winning percentages are both reflective of the team&#8217;s underlying ability. Here is a graph of the correlation between pre- and post-scald winning percentages (again, with the requirement that a team played at least 40 games each in the before and after stages; plotting software <a href=\"http:\/\/illuminations.nctm.org\/Activity.aspx?id=4187\" target=\"_blank\">here<\/a>).<\/p>\n<p><a href=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/W.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-26518\" alt=\"W\" src=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/W.jpg\" width=\"437\" height=\"445\" srcset=\"https:\/\/seamheads.com\/blog\/wp-content\/uploads\/W.jpg 437w, https:\/\/seamheads.com\/blog\/wp-content\/uploads\/W-294x300.jpg 294w\" sizes=\"auto, (max-width: 437px) 100vw, 437px\" \/><\/a><\/p>\n<p>The plot shows that teams&#8217; pre-scald winning percentages indeed track well with their post-scald percentages. The correlation statistic is <i>r<\/i> = .65, although it varies slightly depending on how many places behind the decimal one uses for the winning percentages. Due to the small sample (<i>n<\/i> = 7), the correlation is not statistically reliable (<i>p<\/i> = .11, two-tailed). The 1975 Cincinnati Reds (aka, &#8220;Big Red Machine&#8221;) were the only team with sufficient pre- and post-scald data to play markedly better after the scald (.653, 47-25) than would have been predicted from their pre-scald record (.500, 20-20).<\/p>\n<p>The Dodgers were a very good team in 2013, no question. As far as such things can be determined from short playoff series, L.A. was the second-best team in the National League. Still, I think it is fair to ask: Where did the Dodgers&#8217; scald, unprecedented as it was for 71 years, come from?<\/p>\n<p>Outfielder <a href=\"http:\/\/espn.go.com\/mlb\/player\/gamelog\/_\/id\/32574\/yasiel-puig\" target=\"_blank\">Yasiel Puig<\/a>, whose June 3 Dodger debut predated the scald by a couple of weeks, recorded OPS numbers of 1.180, .789, and .920, in June, July, and August, respectively.<\/p>\n<p>Shortstop <a href=\"http:\/\/espn.go.com\/mlb\/player\/gamelog\/_\/id\/6195\/hanley-ramirez\" target=\"_blank\">Hanley Ramirez<\/a>, who hardly played at all in April or May <a href=\"http:\/\/www.truebluela.com\/2013\/11\/7\/5067934\/hanley-ramirez-dodgers-2013-review\" target=\"_blank\">due to injury<\/a>, put up OPS values of 1.086 and 1.065 in June and July (he then missed considerable action the first half of August).<\/p>\n<p>Pitcher <a href=\"http:\/\/espn.go.com\/mlb\/player\/gamelog\/_\/id\/5883\/zack-greinke\" target=\"_blank\">Zack Greinke<\/a>, who missed action early due to a <a href=\"http:\/\/espn.go.com\/los-angeles\/mlb\/story\/_\/id\/9162800\/san-diego-padres-los-angeles-dodgers-brawl-zack-greinke-hits-carlos-quentin-pitch\" target=\"_blank\">brawl-related injury<\/a> and then needed several starts to find his groove, finally did so. In 16 starts from July 8 to the end of the regular season, Greinke allowed more than 2 earned runs only once.<\/p>\n<p>Fellow starter <a href=\"http:\/\/espn.go.com\/mlb\/player\/gamelog\/_\/id\/28963\/clayton-kershaw\" target=\"_blank\">Clayton Kershaw<\/a> was similarly brilliant. In 16 starts in June, July, and August, he allowed more than 2 earned runs twice.<\/p>\n<p>Reliever <a href=\"http:\/\/www.grantland.com\/blog\/the-triangle\/post\/_\/id\/71157\/shut-the-door-have-a-seat-kenley-jansen-is-simply-awesome\" target=\"_blank\">Kenley Jansen<\/a> &#8220;completed a hidden perfect game&#8230;, setting down exactly 27 batters in a row over 10 appearances from July 23 to August 8..&#8221;<\/p>\n<p>The late Robert Abelson, a Yale psychologist and statistician, once wrote about how team success in baseball involved <i>cumulation<\/i> or the ability of teams to put together strings of hits in an inning. By extension, a team would also profit from its pitchers preventing opposing teams from getting hits in bunches. That the Dodgers had so many hitters and pitchers &#8220;scald&#8221; simultaneously in June, July, and August probably best explains their 42-8 run.<\/p>\n<p>_____________________________________________________________________________________<\/p>\n<p>Alan Reifman is a professor at Texas Tech University and author of the book <a href=\"http:\/\/www.amazon.com\/Hot-Hand-Statistics-Greatest-Streaks\/dp\/1597977136\/ref=sr_1_1?s=books&amp;ie=UTF8&amp;qid=1385516801&amp;sr=1-1&amp;keywords=alan+reifman\"><i>Hot Hand: The Statistics Behind Sports&#8217; Greatest Streaks<\/i><\/a> (Potomac Books).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The story of the 2013 L.A. Dodgers is well known. After starting off with a 30-42 record, which left them last in the National League West on June 21 (9.5 games behind first-place Arizona), the Dodgers caught fire. From June 22-August 17, L.A. put together the best 50-game stretch in 71 years &#8211; 42 wins [&hellip;]<\/p>\n","protected":false},"author":1248,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[81,4235,5],"tags":[],"class_list":["post-26477","post","type-post","status-publish","format-standard","hentry","category-features","category-top-stories","category-statistical-analysis"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/posts\/26477","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/users\/1248"}],"replies":[{"embeddable":true,"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/comments?post=26477"}],"version-history":[{"count":0,"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/posts\/26477\/revisions"}],"wp:attachment":[{"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/media?parent=26477"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/categories?post=26477"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/seamheads.com\/blog\/wp-json\/wp\/v2\/tags?post=26477"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}