{"id":2299,"date":"2022-03-27T22:54:19","date_gmt":"2022-03-27T22:54:19","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=2299"},"modified":"2022-03-28T12:11:59","modified_gmt":"2022-03-28T12:11:59","slug":"tidyx-episode-99-intro-to-bayes","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-episode-99-intro-to-bayes\/","title":{"rendered":"TidyX Episode 99: Intro to Bayes"},"content":{"rendered":"<p><span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ellis_hughes\">Ellis Hughes<\/a><\/strong><\/span> and I continue our series on simulation and sampling by moving into a basic introduction to Bayesian thinking. We code two of the common Bayesian problems that get discussed in intro courses\/textbooks: (1) The probability of disease given a positive test; and, (2) the probability that a coin is biased towards heads or tails.<\/p>\n<p>To watch our screen cast, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=WBNaGw7GxxM\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p>To access our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/blob\/master\/TidyTuesday_Explained\/099-Simulating_Data-Bayes_Intro\/Episode%2099%20-%20Intro%20to%20Bayes.Rmd\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p>If you&#8217;d like to see the code in Python (I wrote a script for that too), <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/pw2\/Python-Tips-and-Tricks\/blob\/master\/Episode%2099%20-%20Intro%20to%20Bayes.ipynb\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2303\" src=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM-1024x794.png\" alt=\"\" width=\"546\" height=\"424\" srcset=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM-1024x794.png 1024w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM-300x233.png 300w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM-768x596.png 768w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM-624x484.png 624w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2022\/03\/Screen-Shot-2022-03-27-at-3.57.45-PM.png 1880w\" sizes=\"auto, (max-width: 546px) 100vw, 546px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ellis Hughes and I continue our series on simulation and sampling by moving into a basic introduction to Bayesian thinking. We code two of the common Bayesian problems that get discussed in intro courses\/textbooks: (1) The probability of disease given a positive test; and, (2) the probability that a coin is biased towards heads or [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46,44],"tags":[],"class_list":["post-2299","post","type-post","status-publish","format-standard","hentry","category-python-tips-tricks","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2299","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/comments?post=2299"}],"version-history":[{"count":4,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2299\/revisions"}],"predecessor-version":[{"id":2305,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/2299\/revisions\/2305"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=2299"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=2299"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=2299"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}