Regression analysis by example. 4th ed. (English) Zbl 1250.62035

Chatterjee, Samprit; Hadi, Ali S.

Wiley Series in Probability and Statistics; Wiley-Interscience. Hoboken, NJ: John Wiley & Sons (ISBN 0-471-74696-7/hbk; 0-470-05546-4/ebook). xv, 375 p. (2006).

For the the review of the 3rd edition from 2000, see [Zbl 0946.62064].
From the preface: In this 4th edition the chapter on logistic regression (Ch. 12) has been cosiderably expanded. This reflects the increased use of logit models in statistical analysis. In addition to binary logistic regression we have now included a discussion of multinomial logistic regression. This extends the application of logistic regression to more diverse situations. The categories in some multinomials are ordered for example in attitude surveys. We also discuss the application of logistic models to ordered response variables. A new chapter, Further topics, has also been added in this edition. This chapter is intended as an introduction to more advanced studies of regression analysis. The topics discussed here are generalized linear models and robust regression.

MSC:

62Jxx	Linear inference, regression
62-01	Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics
62J05	Linear regression; mixed models

Citations:

Zbl 0714.62057; Zbl 0946.62064