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Logistic Regression - A Self-Learning Text (Paperback, 3rd ed. 2010)
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Logistic Regression - A Self-Learning Text (Paperback, 3rd ed. 2010)
Series: Statistics for Biology and Health
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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.
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