Statistical Testing with R
Contents
Part 1 Getting started
Chapter 1 Introduction
Chapter 2 Research design
Chapter 3 R tutorial 1  Introducing R
Chapter 4 Descriptive statistics
Chapter 5 Inferential statistics
Part 2 Basic statistical testing
Chapter 6 Tests of differences
Chapter 7 Tests of relationships
Chapter 8 Categorical analyses
Chapter 9 Exercises
Chapter 10 Reporting research
Part 3 ANOVA extended
Chapter 11 Factorial ANOVA and multiple comparisons
Chapter 12 ANCOVA considered
Chapter 13 R tutorial 2  Control structures
Chapter 14 MANOVA
Part 4 Data reduction and classification
Chapter 15 PCA and factor analysis
Chapter 16 R tutorial 3  Scripts and functions
Chapter 17 Cluster analysis
Chapter 18 Logistic regression  binomial, multinomial and ordinal
Part 5 Miscellaneous
Chapter 19 Survival analysis  the time until events
Chapter 20 Partial and semipartial correlations
Chapter 21 R tutorial 4  Data handling and cleansing
Chapter 22 An introduction to Bayesian statistics
Statistics without Mathematics series  General Editor: Cole Davis
ISBN numbers: Hardback  9781916477971 Paperback  9781916477964
Ebook (EBSCO library edition)  9781916063617
