{"id":3547,"date":"2026-03-22T05:18:35","date_gmt":"2026-03-22T05:18:35","guid":{"rendered":"https:\/\/optimumsportsperformance.com\/blog\/?p=3547"},"modified":"2026-03-22T13:57:00","modified_gmt":"2026-03-22T13:57:00","slug":"bayesian-modeling-with-stan-part-2-multiple-linear-regression-model-checking","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/bayesian-modeling-with-stan-part-2-multiple-linear-regression-model-checking\/","title":{"rendered":"Bayesian Modeling with STAN Part 2 &#8211; Multiple Linear Regression &#038; Model Checking"},"content":{"rendered":"<p>In <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/optimumsportsperformance.com\/blog\/whats-the-plan-stan-bayesian-modeling-with-stan-part-1\/\">Part 1<\/a><\/strong><\/span> of this series I went over some basics of STAN coding and we built our first linear regression. In Part 2, we will extend the simple linear model to a multiple linear regression and discuss some model checking methods for convergence and diagnosis of the Markov Chain.<\/p>\n<p><strong>Click here to read the RMarkdown Blog Article &gt;&gt; <a href=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2026\/03\/STAN-Part-2-Multiple-Linear-Regression-Model-Checking.html\"><span style=\"color: #0000ff;\">STAN Part-2 &#8211; Multiple Linear Regression &amp; Model Checking<\/span><\/a><\/strong><\/p>\n<p><strong>Click here to access the code &gt;&gt; <span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/pw2\/STAN-Blog-Tutorials\/blob\/main\/STAN%20Part%202%20-%20Multiple%20Linear%20Regression%20%26%20Model%20Checking.Rmd\">STAN Part 2 &#8211; Multiple Linear Regression &amp; Model Checking<\/a><\/span><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In Part 1 of this series I went over some basics of STAN coding and we built our first linear regression. In Part 2, we will extend the simple linear model to a multiple linear regression and discuss some model checking methods for convergence and diagnosis of the Markov Chain. Click here to read the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[49],"tags":[],"class_list":["post-3547","post","type-post","status-publish","format-standard","hentry","category-bayesian-model-building"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3547","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=3547"}],"version-history":[{"count":2,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3547\/revisions"}],"predecessor-version":[{"id":3550,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3547\/revisions\/3550"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=3547"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=3547"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=3547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}