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Applied Multivariate Statistical Analysis (Third Edition)
The third edition of this book on Applied Multivariate Statistical Analysis offers the
following new features.
1. A new Chapter 8 on Regression Models has been added.
2. Almost all numerical examples have been reproduced in MATLAB or R.
The chapter on regression models focuses on a core business of multivariate
statistical analysis. This contribution has not been subject of a prominent discus-
sion in earlier editions of this book. We now take the opportunity to cover classical
themes of ANOVA and ANCOVA analysis. Categorial responses are presented Sec-
tion 8.2. The spectrum of log linear models for contingency tables is presented in
Section 8.2.2 and applications to count data e.g. in the economic and medical sci-
ence is presented there. Logit models are discussed in great detail and the numerical
implementation in terms of matrix manipulations are presented.
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