Logistic Regression Using SAS: Theory and Application
Key differences between 2nd and 1st editions
 Time lapse between previous and current publications: 13 years (1999 vs 2012).
 The Second Ed. has been updated with the latest syntax and options in SAS 9.3
 Chapter 2 "Binary Logistic Regression with PROC LOGISTIC" inclues new sections:
 CLASS Variables
 Multiplicative Terms in the MODEL Statement
 Chapter 3 "Binary Logistic Regression: Details and Options 3.1 Introduction"
 Explanation of two major new features of LOGISTIC  exact logistic regression and penalized likelihood
 New EFFECTPLOT statement for getting useful graphs of predicted values
 Graphs of odds ratios
 New Rsquared measure
 New diagnostic graphs
 New section "ROC Curves"
 New section "Plotting Effects of Predictor Variables"
 In the Chapter 4 "Logit Analysis of Contingency Tables" PROC LOGISTIC is used to estimate the contingency table models rather than PROC GENMOD.
 In the Chapter 5 "Multinomial Logit Analysis" PROC LOGISTIC is used to estimate the multinomial logit model rather than PROC CATMOD.
 Chapter 6 " Logistic Regression for Ordered Categories" demonstrates how to use PROC QLIM to model heteroscedasticity in the cumulative logit model
 Chapter 7 " Logistic Regression for Ordered Categories" includes new section "More Advanced Models with PROC MDC"
 Chapter 8 "Logit Analysis of Longitudinal and Other Clustered Data" includes new topics on:
 New section "Robust Standard Errors".
 New section "Mixed Models with GLIMMIX".
 Discussion of using the alternating logistic regression to get an odds ratio parameterization of the correlation structure for PROC GENMOD.
 PROC LOGISTIC is used instead of PROC PHREG.
 Chapter 9 "Regression for Count Data" includes new section "ZeroInflated Models".
2nd Edition of
Logistic Regression Using SAS: Theory and Application
eBook, 348 pages
eBook ISBN: 9781607649953
Published by: SAS Institute, August 17, 2012
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1st Edition of
Logistic Regression Using the SAS System: Theory and Application
Paperback, 308 pages
ISBN10: 0471221759
ISBN13: 9780471221753
Published by: WA (WileySAS), December 21, 2001
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Paperback, 302 pages
ISBN10: 1580253520
ISBN13: 9781580253529
Published by: SAS Publishing, March 23, 1999
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