Logistic Regression : A Self-Learning Text (9781441917416)

This is the third edition of this text on logistic regression methods, originally published in 1994, with its second e- tion published in 2002. As in the first two editions, each chapter contains a pres- tation of its topic in "lecture?book" format together with objectives, an outline, key formulae, practice exercises, and a test. The "lecture book" has a sequence of illust- tions, formulae, or summary statements in the left column of each page and a script (i. e. , text) in the right column. This format allows you to read the script in conjunction with the illustrations and formulae that highlight the main points, formulae, or examples being presented. This third edition has expanded the second edition by adding three new chapters and a modified computer appendix. We have also expanded our overview of mod- ing strategy guidelines in Chap. 6 to consider causal d- grams. The three new chapters are as follows: Chapter 8: Additional Modeling Strategy Issues Chapter 9: Assessing Goodness of Fit for Logistic Regression Chapter 10: Assessing Discriminatory Performance of a Binary Logistic Model: ROC Curves In adding these three chapters, we have moved Chaps. 8 through 13 from the second edition to follow the new chapters, so that these previous chapters have been ren- bered as Chaps. 11-16 in this third edition.

Product details

• Format Hardback | 702 pages
• Dimensions 178 x 254 x 38.1mm | 3,210g
• Publication date 15 Jul 2010
• Publisher Springer-Verlag New York Inc.
• Publication City/Country New York, NY, United States
• Language English
• Edition Revised
• Edition Statement 3rd ed. 2010
• Illustrations note XVII, 702 p.
• ISBN10 1441917411
• ISBN13 9781441917416
• Bestsellers rank 1,076,389

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