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Multivariate Statistical Modelling Based on Generalized Linear Models [2001]
- 1
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Introduction
- 15
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Modelling and Analysis of Cross-Sectional Data: A Review of Univariate Generalized Linear Models
- 69
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Models for Multicategorical Responses: Multivariate Extensions of Generalized Linear Models
- 139
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Selecting and Checking Models
- 173
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Semi- and Nonparametric Approaches to Regression Analysis
- 241
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Fixed Parameter Models for Time Series and Longitudinal Data
- 283
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Random Effects Models
- 331
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State Space and Hidden Markov Models
- 385
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Survival Models
