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Multivariate Statistical Modelling Based on Generalized Linear Models

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Cover of 'Multivariate Statistical Modelling Based on Generalized Linear Models'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Modelling and Analysis of Cross-Sectional Data: A Review of Univariate Generalized Linear Models
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    Chapter 3 Models for Multicategorical Responses: Multivariate Extensions of Generalized Linear Models
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    Chapter 4 Selecting and Checking Models
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    Chapter 5 Semi- and Nonparametric Approaches to Regression Analysis
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    Chapter 6 Fixed Parameter Models for Time Series and Longitudinal Data
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    Chapter 7 Random Effects Models
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    Chapter 8 State Space and Hidden Markov Models
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    Chapter 9 Survival Models
Attention for Chapter 5: Semi- and Nonparametric Approaches to Regression Analysis
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