More importantly, this book covers the interpretation of the model, including in the case of correlated data. Like previous editions, this textbook provides a highly readable description of fundamental and more advanced concepts and methods of logistic regression. A (window.AmazonUIPageJS ? (window.AmazonUIPageJS ? About this Textbook This is the second edition of this text on logistic regression methods, ori- nally published in 1994. Please try again. .measureGuideCenteredImage{text-align:center;margin-top:0;margin-bottom:0;padding:0}.heightG2S2SizeChartPC{width:100%;overflow-x:auto;overflow-y:overlay}.leftAlignment{padding-left:4%}.sizeChartPcBrandLogo{max-height:60px}#wrapper{overflow:auto}#tabContent{position:relative}#spinnerContainer{display:none;z-index:1000;top:0;left:0;height:100%;width:100%;position:absolute;background:rgba(255,255,255,.8) center 30px no-repeat}.rightAlignment{padding-right:4%}#tabContent.loadingSpinnerSizeChart{overflow:hidden}#tabContent.loadingSpinnerSizeChart #spinnerContainer{display:block} However, unlike linear regression the response variables can be categorical or continuous, as the model does not strictly require continuous data. 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0!important;background:#eee;padding-top:1rem}#ccxss_sticky_status.inline{box-shadow:none}#ccxss_sticky_status.sticky{position:fixed;width:100%;z-index:300;border-bottom:.1rem #ddd solid}#ccxss_sticky_status.sticky .ccxss_atc_status{display:none}.ccxss_atc_status_image{margin-right:1.3rem}.ccxss_atc_status_message{height:40px;line-height:35px}.ccxss_sticky_checkout{clear:both} For an individual aged 50 years, the probability that the "Vital Status" is lived is: 0.1569-1.6814. The objective of logistic regression is to estimate the probability that an outcome will assume a certain value. The new chapters are: 0.5000. The probability of that class was either p, if y i =1, or 1− p, if y i =0. 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Includes initial monthly payment and selected options. 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