{"id":1901,"date":"2015-10-23T15:05:14","date_gmt":"2015-10-23T15:05:14","guid":{"rendered":"http:\/\/www.tennisabstract.com\/blog\/?p=1901"},"modified":"2015-10-23T15:05:14","modified_gmt":"2015-10-23T15:05:14","slug":"elo-forecasting-the-wta-tour-finals-in-singapore","status":"publish","type":"post","link":"https:\/\/www.tennisabstract.com\/blog\/2015\/10\/23\/elo-forecasting-the-wta-tour-finals-in-singapore\/","title":{"rendered":"Elo-Forecasting the WTA Tour Finals in Singapore"},"content":{"rendered":"<p>With the field of eight divided into two round-robin groups for the WTA Tour Finals in Singapore, we can play around with some forecasts for this event. I&#8217;ve updated my Elo ratings through last week&#8217;s tournaments, and the first thing that jumps out is how different they are from the official rankings.<\/p>\n<p>Here&#8217;s the Singapore field:<\/p>\n<pre>EloRank  Player                Elo  Group  \n2        Maria Sharapova      2296    RED  \n4        Simona Halep         2181    RED  \n6        Garbine Muguruza     2147  WHITE  \n8        Petra Kvitova        2136  WHITE  \n9        Angelique Kerber     2129  WHITE  \n11       Agnieszka Radwanska  2100    RED  \n15       Lucie Safarova       2051  WHITE  \n21       Flavia Pennetta      2004    RED<\/pre>\n<p><a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=SerenaWilliams\">Serena Williams<\/a>\u00a0(#1 in just about every imaginable ranking system) chose not to play, but if Elo ruled the day, <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=BelindaBencic\">Belinda Bencic<\/a>, <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=VenusWilliams\">Venus Williams<\/a>, and <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=VictoriaAzarenka\">Victoria Azarenka<\/a> would be playing this week in place of <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=AgnieszkaRadwanska\">Agnieszka Radwanska<\/a>, <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=LucieSafarova\">Lucie Safarova<\/a>, and <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=FlaviaPennetta\">Flavia Pennetta<\/a>.<\/p>\n<p>Anyway, we&#8217;ll work with what we&#8217;ve got. <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=MariaSharapova\">Maria Sharapova<\/a> is, according to Elo, a huge favorite here. The ratings translate into a forecast that looks like this:<\/p>\n<pre>Player                  SF  Final  Title  \nMaria Sharapova      83.7%  61.1%  43.6%  \nSimona Halep         60.8%  35.4%  15.9%  \nGarbine Muguruza     59.4%  25.7%  11.3%  \nPetra Kvitova        55.2%  23.0%   9.8%  \nAngelique Kerber     53.1%  21.7%   8.8%  \nAgnieszka Radwanska  37.4%  17.4%   6.1%  \nLucie Safarova       32.3%   9.7%   3.1%  \nFlavia Pennetta      18.1%   6.0%   1.4%<\/pre>\n<p>If Sharapova is really that good, the loser in today&#8217;s draw was <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=SimonaHalep\">Simona Halep<\/a>. The top seed would typically benefit from having the second seed in the other group, but because\u00a0<a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=GarbineMuguruza\">Garbine Muguruza<\/a>\u00a0recently took over the third spot in the rankings, Pova entered the draw as a dangerous floater.<\/p>\n<p>However, these ratings don&#8217;t reflect the fact\u00a0that Sharapova hasn&#8217;t completed a match since Wimbledon. They don&#8217;t decline with inactivity, so Pova&#8217;s rating is the same as it was the day after she lost to Serena back in July. (My algorithm also excludes retirements, so her attempted return in Wuhan isn&#8217;t considered.)<\/p>\n<p>With as little as we know about Sharapova&#8217;s health, it&#8217;s tough to know how to tweak her rating. For lack of any better ideas, I revised her Elo rating to 2132, right between <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=PetraKvitova\">Petra Kvitova<\/a> and <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=AngeliqueKerber\">Angelique Kerber<\/a>. At her best, Sharapova is better than that, but consider this a way of factoring in the substantial possibility that she&#8217;ll play much, much worse&#8211;or that she&#8217;ll get injured and her matches will be played by <a href=\"http:\/\/www.tennisabstract.com\/cgi-bin\/wplayer.cgi?p=CarlaSuarezNavarro\">Carla Suarez Navarro<\/a> instead. The revised forecast:<\/p>\n<pre>Player                  SF  Final  Title  \nSimona Halep         69.9%  40.9%  24.0%  \nGarbine Muguruza     59.4%  31.5%  16.5%  \nMaria Sharapova      57.6%  29.5%  14.5%  \nPetra Kvitova        55.6%  28.4%  14.4%  \nAngelique Kerber     52.5%  26.3%  13.2%  \nAgnieszka Radwanska  47.9%  22.3%   9.9%  \nLucie Safarova       32.6%  12.9%   4.9%  \nFlavia Pennetta      24.7%   8.3%   2.7%<\/pre>\n<p>If this is a reasonably accurate estimate of Sharapova&#8217;s current ability, the Red group suddenly looks like the right place to be. Because Elo doesn&#8217;t give any particular weight to Grand Slams, it suggests that the official rankings far overestimate the current level of Safarova and Pennetta. The weakness of those two makes Halep a very likely semifinalist and also means that, in this forecast, the winner of the tournament is more likely (54% to 46%) to come from the White group.<\/p>\n<p>Without Serena, and with Sharapova&#8217;s health in question, there are simply no dominant players in the field this week. If nothing else, these forecasts illustrate that we&#8217;d be foolish to take any Singapore predictions too seriously.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With the field of eight divided into two round-robin groups for the WTA Tour Finals in Singapore, we can play around with some forecasts for this event. I&#8217;ve updated my Elo ratings through last week&#8217;s tournaments, and the first thing that jumps out is how different they are from the official rankings. Here&#8217;s the Singapore &hellip; <a href=\"https:\/\/www.tennisabstract.com\/blog\/2015\/10\/23\/elo-forecasting-the-wta-tour-finals-in-singapore\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Elo-Forecasting the WTA Tour Finals in Singapore<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[32,40,127],"tags":[],"class_list":["post-1901","post","type-post","status-publish","format-standard","hentry","category-elo-ratings","category-forecasting","category-wta"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts\/1901","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/comments?post=1901"}],"version-history":[{"count":0,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/posts\/1901\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/media?parent=1901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/categories?post=1901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tennisabstract.com\/blog\/wp-json\/wp\/v2\/tags?post=1901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}