{"id":130,"date":"2007-07-03T20:58:00","date_gmt":"2007-07-03T20:58:00","guid":{"rendered":"http:\/\/www.hgmiller.com\/wp\/?p=130"},"modified":"2013-10-06T20:39:20","modified_gmt":"2013-10-06T20:39:20","slug":"sports-projecting-the-second-half","status":"publish","type":"post","link":"https:\/\/www.hgmiller.com\/wp\/2007\/07\/03\/sports-projecting-the-second-half\/","title":{"rendered":"Sports &#8211; Projecting the Second Half"},"content":{"rendered":"<p>As Independence Day nears, the Kansas City Royals have passed the midpoint of the season looking remarkably like a good baseball club the past month.<\/p>\n<p>There will probably be many moves in the next month &#8212; injured players returning, veterans getting traded, Buddy Bell giving Tony Pena Jr. a ten game shot at batting cleanup &#8212; but for the moment, I want to focus on four numbers:<\/p>\n<p>68, 72, 77 &#038; 79<\/p>\n<p><span>Sixty-Eight Wins<\/span><br \/>If you simply take the current winning percentage of the team and put it against 162 games, the final record will be 68-94.<\/p>\n<p>Avoiding 100 losses is an accomplishment unto itself given the recent history of the franchise, but doesn&#8217;t this team <span>feel<\/span> like it should win more than 68 games? After winning 62 games last year, a six game swing would be quite disappointing.<\/p>\n<p><span>Seventy-Two Wins<\/span><br \/>I use the following formula to calculate &#8220;Pythagorean&#8221; wins:<\/p>\n<p>(RS*2)\/(RS*2)+(RA*2)<\/p>\n<p>Statheads generally look at Runs Scored (RS) and Runs Allowed (RA) as a &#8220;truer&#8221; picture of how well a team has played. <\/p>\n<p>People much smarter than me have suggested that a factor of 1.78 is more accurate, or even a factor that changes depending on the scoring environment of a particular season. Me? I&#8217;m happy to just square everything up and go with that.<\/p>\n<p>What that gives us is a team that is actually good for about 72 wins on the season. Still not remarkable, but markedly better than the 62 of Ought-Six.<\/p>\n<p><span>Seventy-Seven &#038; Seventy-Nine Wins<\/span><br \/>The team has been playing much better lately, and I wanted to give them credit for that. Luckily, I have way too much free time today because the whole world is already on vacation for the 4th of July, so I decided to look at the pythag record for the last ten games and the last twenty five.<\/p>\n<p>This chart shows the season so far in terms of real wins and the various calculations.<br \/><a href=\"http:\/\/3.bp.blogspot.com\/_aKlMue-Mhh4\/Roq1ZPkC8-I\/AAAAAAAAAXY\/mJbUuY1ZdlE\/s1600-h\/pythag07.03.07.JPG\"><img decoding=\"async\" src=\"http:\/\/3.bp.blogspot.com\/_aKlMue-Mhh4\/Roq1ZPkC8-I\/AAAAAAAAAXY\/mJbUuY1ZdlE\/s320\/pythag07.03.07.JPG\" border=\"0\" alt=\"\"><\/a><br \/>As discussed in an earlier post, the &#8220;10 Day Py&#8221; line shows those stretches when the team really plays well (and when they don&#8217;t). In contrast, the &#8220;25 Day Py&#8221; line is perhaps a better predictor of future performance as it takes into account a larger sampling of games.<\/p>\n<p>Now, 10 and 25 are purely arbitrary numbers. I still think this provides a good snapshot as to how the season has really gone for the team. Two really good stretches, culminating in one of the better months the team has had since 2003.<\/p>\n<p>If the team finishes out the year winning 53-55% of their games (as they have for the last 10 and 25, respectively), they will finish the season with 77-79 wins.<\/p>\n<p>Those totals won&#8217;t bring home any hardware, but they&#8217;ll come from a young team that will remain intact and improving for the next several years.<\/p>\n<p><span>That&#8217;s<\/span> something to cheer about.<\/p>\n<p><a href=\"http:\/\/ballhype.com\/story\/royals_projecting_the_second_half\/\">Ballhype &#8211; Royals &#8211; Projecting the Second Half<\/a><\/p>\n<div style=\"padding-bottom:20px; padding-top:10px;\" class=\"hupso-share-buttons\"><!-- Hupso Share Buttons - https:\/\/www.hupso.com\/share\/ --><a class=\"hupso_toolbar\" href=\"https:\/\/www.hupso.com\/share\/\"><img decoding=\"async\" src=\"https:\/\/static.hupso.com\/share\/buttons\/dot.png\" style=\"border:0px; padding-top: 5px; float:left;\" alt=\"Share Button\"\/><\/a><script type=\"text\/javascript\">var hupso_services_t=new Array(\"Twitter\",\"Facebook\",\"Google Plus\",\"Pinterest\",\"Linkedin\",\"Tumblr\");var hupso_background_t=\"#EAF4FF\";var hupso_border_t=\"#66CCFF\";var hupso_toolbar_size_t=\"medium\";var hupso_image_folder_url = \"\";var hupso_twitter_via=\"hgmiller\";var hupso_url_t=\"\";var hupso_title_t=\"Sports%20-%20Projecting%20the%20Second%20Half\";<\/script><script type=\"text\/javascript\" src=\"https:\/\/static.hupso.com\/share\/js\/share_toolbar.js\"><\/script><!-- Hupso Share Buttons --><\/div>","protected":false},"excerpt":{"rendered":"<p>As Independence Day nears, the Kansas City Royals have passed the midpoint of the season looking remarkably like a good baseball club the past month. There will probably be many moves in the next month &#8212; injured players returning, veterans getting traded, Buddy Bell giving Tony Pena Jr. a ten game shot at batting cleanup&#8230;<\/p>\n<div style=\"padding-bottom:20px; padding-top:10px;\" class=\"hupso-share-buttons\"><!-- Hupso Share Buttons - https:\/\/www.hupso.com\/share\/ --><a class=\"hupso_toolbar\" href=\"https:\/\/www.hupso.com\/share\/\"><img src=\"https:\/\/static.hupso.com\/share\/buttons\/dot.png\" style=\"border:0px; padding-top: 5px; float:left;\" alt=\"Share Button\"\/><\/a><script type=\"text\/javascript\">var hupso_services_t=new Array(\"Twitter\",\"Facebook\",\"Google Plus\",\"Pinterest\",\"Linkedin\",\"Tumblr\");var hupso_background_t=\"#EAF4FF\";var hupso_border_t=\"#66CCFF\";var hupso_toolbar_size_t=\"medium\";var hupso_image_folder_url = \"\";var hupso_twitter_via=\"hgmiller\";var hupso_url_t=\"\";var hupso_title_t=\"Sports%20-%20Projecting%20the%20Second%20Half\";<\/script><script type=\"text\/javascript\" src=\"https:\/\/static.hupso.com\/share\/js\/share_toolbar.js\"><\/script><!-- Hupso Share Buttons --><\/div>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-130","post","type-post","status-publish","format-standard","hentry","category-general"],"_links":{"self":[{"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/posts\/130"}],"collection":[{"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/comments?post=130"}],"version-history":[{"count":1,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/posts\/130\/revisions"}],"predecessor-version":[{"id":408,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/posts\/130\/revisions\/408"}],"wp:attachment":[{"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/media?parent=130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/categories?post=130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hgmiller.com\/wp\/wp-json\/wp\/v2\/tags?post=130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}