Multivariate Statistical Modelling Based on Generalized Linear Models
- 2. Ed.
- New York, Berlin, Heidelberg : Springer-Verlag 2001
- xxvi, 517 pp., 51 Figures
- Springer Series in Statistics Bickel, P. (Ed.) Diggle, P. (Ed.) Fienberg, S. (Ed.) et al. .
from the Table of Contents: Preface; Introduction; Modelling and Analysis of Cross-Sectional Data: A Review of Univariate Generalized Linear Models; Models for Multicategorical Responses: Multivariate Extensions of Generalized Linear Models; Selecting and Checking Models; Semi- and Nonparametric Approaches to Regression Analysis; Fixed Parameter Models for Time Series and Longitudinal Data; Random Effects Models; State Space and Hidden Markov Models; Survival Models; Software for Fitting Generalized Linear Models and Extensions; Bibliography; Author Index; Subject Index;