Multivariate statistical modelling based on generalized linear models
著者
書誌事項
Multivariate statistical modelling based on generalized linear models
（Springer series in statistics）
Springer-Verlag, c2001
2nd ed
- : pbk
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注記
Bibliogrphy: p. 467-504
Includes indexes
内容説明・目次
内容説明
The book is aimed at applied statisticians, graduate students of statistics, and students and researchers with a strong interest in statistics and data analysis. This second edition is extensively revised, especially those sections relating with Bayesian concepts.
目次
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
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