Pub. Date:
Springer New York
Log-Linear Models and Logistic Regression / Edition 2

Log-Linear Models and Logistic Regression / Edition 2

by Ronald Christensen
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Product Details

ISBN-13: 9781475771138
Publisher: Springer New York
Publication date: 03/08/2013
Series: Springer Texts in Statistics
Edition description: 2nd ed. 1997. Softcover reprint of the original 2nd ed. 1997
Pages: 484
Product dimensions: 6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

Two-Dimensional Tables and Simple Logistic Regression.- Three-Dimensional Tables.- Logistic Regression, Logit Models, and Logistic Discrimination.- Independence Relationships and Graphical Models.- Model Selection Methods and Model Evaluation.- Models for Factors with Quantitative Levels.- Fixed and Random Zeros.- Generalized Linear Models.- The Matrix Approach to Log-Linear Models.- The Matrix Approach to Logit Models.- Maximum Likelihood Theory for Log-Linear Models.- Bayesian Binomial Regression.

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