Discrete Multivariate Analysis Theory and Practice

"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...

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Bibliographic Details
Main Authors: Bishop, Yvonne M., Fienberg, Stephen E. (Author), Holland, Paul W. (Author)
Format: eBook
Language:English
Published: New York, NY Springer New York 2007, 2007
Edition:1st ed. 2007
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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