Brian S. Everitt & Torsten Hothorn
（2006年2月17日刊行，Chapman & Hall/CRC， ISBN:1584885394）
【目次】AN INTRODUCTION TO R
What Is R?
Installing R
Help and Documentation
Data Objects in R
Data Import and Export
Basic Data Manipulation
Simple Summary Statistics
Organising an Analysis
SummarySIMPLE INFERENCE
Introduction
Statistical Tests
Analysis Using R
SummaryCONDITIONAL INFERENCE
Introduction
Conditional Test Procedures
Analysis Using R
SummaryANALYSIS OF VARIANCE
Introduction
Analysis of Variance
Analysis Using R
SummaryMULTIPLE LINEAR REGRESSION
Introduction
Multiple Linear Regression
Analysis Using R
SummaryLOGISTIC REGRESSION AND GENERALISED LINEAR MODELS
Introduction
Logistic Regression and Generalised Linear Models
Analysis Using R
SummaryDENSITY ESTIMATION
Introduction
Density Estimation
Analysis Using R
SummaryRECURSIVE PARTITIONING
Introduction
Recursive Partitioning
Analysis Using R
SummarySURVIVAL ANALYSIS
Introduction
Survival Analysis
Analysis Using R
SummaryANALYSING LONGITUDINAL DATA I
Introduction
Analysing Longitudinal Data
Linear Mixed Effects models
Analysis Using R
Prediction of Random Effects
The Problem of Dropouts
SummaryANALYSING LONGITUDINAL DATA II
Introduction
Generalised Estimating Equations
Analysis Using R
SummaryMETA-ANALYSIS
Introduction
Systematic Reviews and Meta-Analysis
Analysis Using R
Meta-Regression
Publication Bias
SummaryPRINCIPAL COMPONENT ANALYSIS
Introduction
Principal Component Analysis
Analysis Using R
SummaryMULTIDIMENSIONAL SCALING
Introduction
Multidimensional Scaling
Analysis Using R
SummaryCLUSTER ANALYSIS
Introduction
Cluster Analysis
Analysis Using R
SummaryBIBLIOGRAPHY
INDEX
