Discrete Multivariate Analysis Theory and Practice

• Main Authors: Bishop, Yvonne M. M. (Author), Fienberg, Stephen E. (Author), Holland, Paul W. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2007.
• Subjects: Mathematics.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.

"At last, after a decade of mounting interest in log-linear and related models for the analysis of discrete multivariate data, particularly in the form of multidimensional tables, we now have a comprehensive text and general reference on the subject. Even a mediocre attempt to organize the exte...

Table of Contents:

• Structural Models For Counted Data
• Maximum Likelihood Estimates For Complete Tables
• Formal Goodness Of Fit: Summary Statistics And Model Selection
• Maximum Likelihood Estimation For Incomplete Tables
• Estimating The Size Of A Closed Population
• Models For Measuring Change
• Analysis Of Square Tables: Symmetry And Marginal Homogeneity
• Model Selection And Assessing Closeness Of Fit: Practical Aspects
• Other Methods For Estimation And Testing In Cross-Classifications
• Measures Of Association And Agreement
• Pseudo-Bayes Estimates Of Cell Probabilities
• Sampling Models For Discrete Data
• Asymptotic Methods.