文件名称：[R.Books]Extending the Linear Model with R
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更新时间：2016-07-13 12:07:18
R Books language
Extending the Linear Model with R Generalized Linear, Mixed Effects and Nonparametric Regression Models Julian J.Faraway Boca Raton London New York Contents Preface ix 1 Introduction 1 2 Binomial Data 28 3 Count Regression 61 4 Contingency Tables 76 5 Multinomial Data 106 6 Generalized Linear Models 126 7 Other GLMs 149 8 Random Effects 169 9 Repeated Measures and Longitudinal Data 203 10 Mixed Effect Models for Nonnormal Responses 221 11 Nonparametric Regression 232 12 Additive Models 254 13 Trees 278 14 Neural Networks 296 A Likelihood Theory 307 B R Information 316 Bibliography 318 Index 324