{"id":220,"date":"2022-04-28T20:29:31","date_gmt":"2022-04-28T20:29:31","guid":{"rendered":"\/wolfram-u\/?post_type=courses&#038;p=220"},"modified":"2026-08-12T20:25:37","modified_gmt":"2026-08-12T20:25:37","slug":"model-fitting-and-analysis-dat015","status":"publish","type":"courses","link":"https:\/\/www.wolfram.com\/wolfram-u\/courses\/data-science\/model-fitting-and-analysis-dat015\/","title":{"rendered":"Model Fitting and Analysis"},"content":{"rendered":"<p>This class explores the built-in Wolfram Language framework for linear and nonlinear regression, logit, probit and generalized linear models, as well as optimization functions, linear algebra functions and a package for analysis of variance (ANOVA). The class assumes basic familiarity with the Wolfram Language and statistics concepts.<\/p>","protected":false},"excerpt":{"rendered":"This class explores the built-in Wolfram Language framework for linear and nonlinear regression, logit, probit and generalized linear models, as well as optimization functions, linear algebra functions and a package for analysis of variance (ANOVA). The class assumes basic familiarity with the Wolfram Language and statistics concepts.","protected":false},"featured_media":747,"parent":0,"template":"","meta":{"footnotes":""},"course_format":[22],"class_list":["post-220","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/220"}],"collection":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/types\/courses"}],"version-history":[{"count":1,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/220\/revisions"}],"predecessor-version":[{"id":4543,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/220\/revisions\/4543"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media\/747"}],"wp:attachment":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media?parent=220"}],"wp:term":[{"taxonomy":"course_format","embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/course_format?post=220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}