Extending the linear model with R. Generalized linear, mixed effects and nonparametric regression models
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| Format: | Buch |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Ratón, FL., USA
Chapman and Hall-CRC
2006
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| Schriftenreihe: | Texts in Statitical Science
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| Schlagworte: | |
| Online-Zugang: | Disponible Online |
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Inhaltsangabe:
- 1 Introduction 2 Binomial Data 3 Count Regression 4 Contingency Tables 5 Multinomial Data 6 Generalized Linear Models 7 Other GLMs 8 Random Effects 9 Repeated Measures and Longitudinal Data 10 Mixed Effect Models for Nonnormal Responses 11 Nonparametric Regression 12 Additive Models 13 Trees 14 Neural Networks A Likelihood Theory B R Information Bibliography Index