Log-Linear Models and Logistic Regression

Log-Linear Models and Logistic Regression

Christensen, Ronald

Springer International Publishing AG

01/2025

545

Dura

9783031690372

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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. Exact Conditional Tests. - Correspondence Analysis.
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Categorical Data Analysis;Generalized Linear Model;Logistic Regression;Analysis of Variance;Exact Conditional Tests;Correspondence Analysis;Bayesian Binomial Regression