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

Gorde:
Xehetasun bibliografikoak
Egile nagusia: Faraway, Julian J (Egilea)
Formatua: Liburua
Hizkuntza:ingelesa
Argitaratua: Boca Ratón, FL., USA Chapman and Hall-CRC 2006
Saila:Texts in Statitical Science
Gaiak:
Sarrera elektronikoa:Disponible Online
Etiketak: Etiketa erantsi
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Aurkibidea:
  • 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