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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 semi-partial 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 - 978-1-9164779-7-1 Paperback - 978-1-9164779-6-4
                          Ebook (EBSCO library edition) - 978-1-9160636-1-7

statistics with R - don't panic!