#octane-aui-example-id{color:red} The example that Pampel uses in the book is that of income and home ownership. background: url("https://images-na.ssl-images-amazon.com/images/G/01/amazonui/loading/loading-4x._V1_.gif") center center no-repeat; AmazonUIPageJS : P).load.js('https://images-na.ssl-images-amazon.com/images/I/51aixJX4vYL._RC|01IN+Tx2rhL.js,011kwg0OTQL.js,01qIaIxJsJL.js,013HeCqn2YL.js,01IA5zDheBL.js,01YsvHiCZdL.js,61AXnG7qM2L.js,21MfP6Xk7vL.js,01XiAWfViUL.js,01fpGYmrQEL.js,014kCoIHgIL.js,01hkseOXj6L.js,01AUzbXZhcL.js,311A0yCIeJL.js,01iRN5bMQkL.js,51c1D3-1MLL.js,01IC-gBKyYL.js,61P9LzfTp7L.js,11YfCP5bqOL.js,01XEEGOr+kL.js,01PQKs49DyL.js,51r4MJB1SeL.js,01y8JNON9+L.js,01VioBGf5+L.js,5166-OHMoEL.js,01S8y9NkxoL.js,01QHXKhSxjL.js,11mc0vNcCbL.js,01smU8QIJrL.js,01-wyMMibUL.js,019MkidFEWL.js,01WkIloYPkL.js,01gsBemrwzL.js,01l88RoySLL.js,71sjXSXs6KL.js,41uu5Sb8NUL.js,31iWhmLNdPL.js_.js?AUIClients/DetailPageMobileWebDefaultMetaAsset&O89wv/Vy#mobile.language-en.us.281041-T1.292695-C.292696-C.301156-T1.118931-T1.140997-T1.287015-T1.291749-T1.268789-T1.258182-T1.247181-T1.312407-T1.202285-C.312373-T1.302695-T1.304279-T1.224722-T1.169593-T1.172044-T1'); AmazonUIPageJS : P).load.js('https://images-na.ssl-images-amazon.com/images/I/11GgIcHABOL.js?AUIClients/DetailPageClimatePledgeFriendlyAssets&3MBUHn7h#287015-T1'); We work hard to protect your security and privacy. Logistic regression is used to predict the class (or category) of individuals based on one or multiple predictor variables (x). As an Amazon Associate Data Science Texts earns from qualifying purchases. 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More importantly, this book covers the interpretation of the model, including in the case of correlated data. {"widgetSchema":"dp:widget:","dimensionSchema":"dp:dims:"} Interpretation • Logistic Regression • Log odds • Interpretation: Among BA earners, having a parent whose highest degree is a BA degree versus a 2-year degree or less increases the log odds by 0.477. As in the first edition, each chapter contains a presentation of its topic in “lecture-book” format together with objectives, an outline, key formulae, practice exercises, and a test. .a-button-stack .twisterButton{margin-bottom:9px}.js-feature-refresh-overlay{top:0;left:0;position:absolute;content:"";bottom:0;right:0;opacity:.75;background-color:#fff;z-index:25;display:block;pointer-events:none}#wow-twister-loading{top:0;left:0;position:absolute;width:100%;height:100%;background-color:#fff;opacity:.8;z-index:25}#wow-twister-spinner{background-size:50px;top:0;left:0;position:absolute;width:100%;height:100%}#wow-twister-loading-dim{background-size:42px;left:50%;width:42px;height:42px}.twister-white-bgcolor{background-color:#fff!important}.aw-twister-row .a-span3{width:26px}.twister_ingress_thumbnail{float:left;margin:0 10px 0 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