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Extending the linear model with R : generalized linear, mixed effects and nonparametric regression models /
| Autor principal: | |
|---|---|
| Formato: | Libro |
| Lenguaje: | English |
| Publicado: |
Boca Raton :
Chapman & Hall/CRC,
2006.
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| Colección: | Texts in statistical science.
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| Materias: | |
| Acceso en línea: | Tabla de contenido Inhaltsverzeichnis |
Tabla de Contenidos:
- Binomial data
- Count regression
- Contingency tables
- Multinomial data
- Generalized linear models
- Other GLMs
- Random effects
- Repeated measures and longitudinal data
- Mixed effect models for nonnormal responses
- Nonparametric regression
- Additive models
- Trees
- Neural networks
- Likelihood theory
- R information.