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Extending the linear model with R. Generalized linear, mixed effects and nonparametric regression models

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Detalles Bibliográficos
Autor Principal:	Faraway, Julian J (Author)
Formato:	Libro
Idioma:	inglés
Publicado:	Boca Ratón, FL., USA Chapman and Hall-CRC 2006
Series:	Texts in Statitical Science
Subjects:	Modelos matemáticos R (lenguajes de programas informáticos) Análisis de varianza
Acceso en liña:	Disponible Online
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Table of Contents:

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