Preface to First Edition - lib

6 Simple and Multiple Linear Regression 976.1 Introduction 976.2 Simple Linear Regression 996.3 Multiple Linear Regression 1006.4 Analysis Using R 1036.5 Summary 1127 Logistic Regression and Generalised Linear Models 1177.1 Introduction 1177.2 Logistic Regression and Generalised Linear Models 1207.3 Analysis Using R 1227.4 Summary 1368 Density Estimation 1398.1 Introduction 1398.2 Density Estimation 1418.3 Analysis Using R 1478.4 Summary 1559 Recursive Partitioning 1619.1 Introduction 1619.2 Recursive Partitioning 1649.3 Analysis Using R 1659.4 Summary 17410 Smoothers and Generalised Additive Models 17710.1 Introduction 17710.2 Smoothers and Generalised Additive Models 18110.3 Analysis Using R 18611 Survival Analysis 19711.1 Introduction 19711.2 Survival Analysis 19811.3 Analysis Using R 20411.4 Summary 21112 Analysing Longitudinal Data I 21312.1 Introduction 21312.2 Analysing Longitudinal Data 21612.3 Linear Mixed Effects Models 21712.4 Analysis Using R 21912.5 Prediction of Random Effects 22312.6 The Problem of Dropouts 22312.7 Summary 226© 2010 by Taylor and Francis Group, LLC