Historique
Livre
Discrete multivariate analysis : Theory and applications
Auteur(s) :
BISHOP, Y. M. M. ;
FIENBERG, S. E. ;
HOLLAND, P. W.
Année
2007
Page(s) :
557 p.
Langue(s) :
Anglais
Éditeur(s) :
New York : Springer
ISBN :
978-0-387-72805-6
Domaine :
Hors addiction / No addiction
Discipline :
EPI (Epidémiologie / Epidemiology)
Note de contenu :
CONTENTS:
Introduction.- 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 probabilites.- Sampling models for discrete data.- Asymptotic methods.
Introduction.- 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 probabilites.- Sampling models for discrete data.- Asymptotic methods.
Résumé :
"Discrete Multivariate Analysis" is an ambitious attempt to present log-linear models to a broad audience. Exposition is quite discursive, and the mathematical level, except in Chapters 12 and 14, is very elementary. To illustrate possible applications, some 60 different sets of data have been gathered together from diverse fields. To aid the reader, an index of these examples has been provided. The book contains a wealth of material on important topics. Its numerous examples are especially valuable.