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Preface
1 Introduction 1 2 One-Way Classifications 28 3 Single-Predictor Regression 71 4 Linear Models (LMs) 113 5 Generalized Linear Models (GLMs) 135 6 Linear Mixed Models (LMMs) 156 7 Longitudinal Data 187 8 GLMMs 220 9 Prediction 247 10 Computing 263 11 Nonlinear Models 286 App Some Matrix Results 291 App: Some Statistical Results 300 References 311 Index 321 |