{"id":3103,"date":"2023-06-11T19:35:51","date_gmt":"2023-06-11T19:35:51","guid":{"rendered":"http:\/\/optimumsportsperformance.com\/blog\/?p=3103"},"modified":"2023-06-12T12:15:32","modified_gmt":"2023-06-12T12:15:32","slug":"tidyx-148-statistical-model-building-in-shiny","status":"publish","type":"post","link":"https:\/\/optimumsportsperformance.com\/blog\/tidyx-148-statistical-model-building-in-shiny\/","title":{"rendered":"TidyX 148: Statistical model building in Shiny"},"content":{"rendered":"<p>This week, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/twitter.com\/ellis_hughes\">Ellis Hughes<\/a><\/span><\/strong> and I build a {<strong>shiny<\/strong>} app that allows users to upload a <em>.csv<\/em> file, select a dependent variable and any number of independent variables and then get returned results about Mean Absolute Error, Residuals, and Predictions.<\/p>\n<p>To watch our screen cast, <span style=\"color: #0000ff;\"><strong><a style=\"color: #0000ff;\" href=\"https:\/\/www.youtube.com\/watch?v=T3PRJyaYU40\">CLICK HERE<\/a><\/strong><\/span>.<\/p>\n<p>To access our code, <strong><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/github.com\/thebioengineer\/TidyX\/tree\/master\/TidyTuesday_Explained\/148-Shiny_Model_Building\">CLICK HERE<\/a><\/span><\/strong>.<\/p>\n<p><a href=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-3104\" src=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM-1024x546.png\" alt=\"\" width=\"625\" height=\"333\" srcset=\"https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM-1024x546.png 1024w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM-300x160.png 300w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM-768x410.png 768w, https:\/\/optimumsportsperformance.com\/blog\/wp-content\/uploads\/2023\/06\/Screenshot-2023-06-11-at-12.35.01-PM-624x333.png 624w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, Ellis Hughes and I build a {shiny} app that allows users to upload a .csv file, select a dependent variable and any number of independent variables and then get returned results about Mean Absolute Error, Residuals, and Predictions. To watch our screen cast, CLICK HERE. To access our code, CLICK HERE.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44],"tags":[],"class_list":["post-3103","post","type-post","status-publish","format-standard","hentry","category-tidyx-screen-cast"],"_links":{"self":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3103","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=3103"}],"version-history":[{"count":1,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3103\/revisions"}],"predecessor-version":[{"id":3105,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/posts\/3103\/revisions\/3105"}],"wp:attachment":[{"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/media?parent=3103"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/categories?post=3103"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/optimumsportsperformance.com\/blog\/wp-json\/wp\/v2\/tags?post=3103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}