Variables and research design
Introduction to SPSS
Descriptive statistics
Probability, sampling and distributions
Hypothesis testing and statistical significance
Correlational analysis: pearson's r
Analyses of differences between two conditions: the t-test
Issues of significance
Measures of association
Analysis of differences between three or more conditions
Analysis of variance with more than one iv
Regression analysis
Analysis of three or more groups partialling out effects of a covariate
Introduction to factor analysis
Introduction to multivariate analysis of variance (MANOVA)
Non-parametric statistics.
Statistics without maths for psychology by Christine P. Dancey. ISBN 9780273726029. Published by Prentice Hall in 2011. Publication and catalogue information, links to buy online and reader comments.