Table of contents for Multivariate statistical modelling based on generalized linear models / Ludwig Fahrmeir, Gerhard Tutz.


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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 Longitual Data * Random Effects Models * State Space and Hidden Markov Models * Survival Models


Library of Congress subject headings for this publication:
Multivariate analysis.
Linear models (Statistics)