{"id":1876,"date":"2020-09-03T07:34:49","date_gmt":"2020-09-03T06:34:49","guid":{"rendered":"https:\/\/research.reading.ac.uk\/economics\/?post_type=tribe_events&#038;p=1876"},"modified":"2020-09-03T07:35:25","modified_gmt":"2020-09-03T06:35:25","slug":"philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar","status":"publish","type":"tribe_events","link":"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/","title":{"rendered":"Philip Ramirez &#8211; &#8220;Popularity, Beauty and Mispricing in Tennis Betting Markets&#8221; &#8211; PhD Seminar"},"content":{"rendered":"<p><strong>Abstract:<\/strong><\/p>\n<p>Behavioral biases, such as the favorite-longshot bias, can lead to market inefficiencies manifesting as systematic mispricing in betting markets. Using bookmaker odds for tennis matches, as well as match results and player rankings &#8211; ability markers for performance &#8211; we attempt to uncover behavioral biases that contribute to mispricing in tennis betting markets, i.e. beauty and popularity bias. We introduce a deep learning facial recognition model to provide subjective beauty scores for hundreds of the top female tennis players in the Women&#8217;s Tennis Association. With popularity measured with daily Wikipedia article views, preliminary results include significant popularity bias and \u201cbeauty\u201d bias that could explain some mispricing.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract: Behavioral biases, such as the favorite-longshot bias, can lead to market inefficiencies manifesting as systematic mispricing in betting markets. Using bookmaker odds for tennis matches, as well as match&#8230;<a class=\"read-more\" href=\"&#104;&#116;&#116;&#112;&#115;&#58;&#47;&#47;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#46;&#114;&#101;&#97;&#100;&#105;&#110;&#103;&#46;&#97;&#99;&#46;&#117;&#107;&#47;&#101;&#99;&#111;&#110;&#111;&#109;&#105;&#99;&#115;&#47;&#101;&#118;&#101;&#110;&#116;&#47;&#112;&#104;&#105;&#108;&#105;&#112;&#45;&#114;&#97;&#109;&#105;&#114;&#101;&#122;&#45;&#112;&#111;&#112;&#117;&#108;&#97;&#114;&#105;&#116;&#121;&#45;&#98;&#101;&#97;&#117;&#116;&#121;&#45;&#97;&#110;&#100;&#45;&#109;&#105;&#115;&#112;&#114;&#105;&#99;&#105;&#110;&#103;&#45;&#105;&#110;&#45;&#116;&#101;&#110;&#110;&#105;&#115;&#45;&#98;&#101;&#116;&#116;&#105;&#110;&#103;&#45;&#109;&#97;&#114;&#107;&#101;&#116;&#115;&#45;&#112;&#104;&#100;&#45;&#115;&#101;&#109;&#105;&#110;&#97;&#114;&#47;\">Read More ><\/a><\/p>\n","protected":false},"author":206,"featured_media":0,"template":"","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"__cvm_playback_settings":[],"__cvm_video_id":"","_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[11],"coauthors":[25],"class_list":["post-1876","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-phd-seminars","cat_phd-seminars"],"acf":[],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Philip Ramirez - &quot;Popularity, Beauty and Mispricing in Tennis Betting Markets&quot; - PhD Seminar - Economics Research<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Philip Ramirez - &quot;Popularity, Beauty and Mispricing in Tennis Betting Markets&quot; - PhD Seminar - Economics Research\" \/>\n<meta property=\"og:description\" content=\"Abstract: Behavioral biases, such as the favorite-longshot bias, can lead to market inefficiencies manifesting as systematic mispricing in betting markets. Using bookmaker odds for tennis matches, as well as match...Read More &gt;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/\" \/>\n<meta property=\"og:site_name\" content=\"Economics Research\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-03T06:35:25+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n\t<meta name=\"twitter:label2\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data2\" content=\"Carl Singleton\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/\",\"url\":\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/\",\"name\":\"Philip Ramirez - \\\"Popularity, Beauty and Mispricing in Tennis Betting Markets\\\" - PhD Seminar - Economics Research\",\"isPartOf\":{\"@id\":\"https:\/\/research.reading.ac.uk\/economics\/#website\"},\"datePublished\":\"2020-09-03T06:34:49+00:00\",\"dateModified\":\"2020-09-03T06:35:25+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/research.reading.ac.uk\/economics\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Events\",\"item\":\"https:\/\/research.reading.ac.uk\/economics\/events\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Philip Ramirez &#8211; &#8220;Popularity, Beauty and Mispricing in Tennis Betting Markets&#8221; &#8211; PhD Seminar\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/research.reading.ac.uk\/economics\/#website\",\"url\":\"https:\/\/research.reading.ac.uk\/economics\/\",\"name\":\"Economics Research\",\"description\":\"A hub of news, events, publications &amp; research clusters \",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/research.reading.ac.uk\/economics\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-GB\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Philip Ramirez - \"Popularity, Beauty and Mispricing in Tennis Betting Markets\" - PhD Seminar - Economics Research","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/research.reading.ac.uk\/economics\/event\/philip-ramirez-popularity-beauty-and-mispricing-in-tennis-betting-markets-phd-seminar\/","og_locale":"en_GB","og_type":"article","og_title":"Philip Ramirez - \"Popularity, Beauty and Mispricing in Tennis Betting Markets\" - PhD Seminar - Economics Research","og_description":"Abstract: Behavioral biases, such as the favorite-longshot bias, can lead to market inefficiencies manifesting as systematic mispricing in betting markets. 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