Statistics without maths for psychology : using SPSS for Windows

This book is distinguished by the fact that it simplifies some very difficult statistical concepts, using minimal mathematics. The aim is to teach the concepts rather than the mathematical formulae or calculations of data analysis.

1. Variables and research design 2. Descriptive statistics 3. Probability, sampling and distributions 4. Hypothesis testing and statistical significance 5. Correlational analysis: Pearson's r 6. Analyses of differences between two conditions: the t-test 7. Issues of significance 8. Measures of association 9. Analysis of differences between three or more conditions: one-factor ANOVA 10. Analysis of variance with more than one IV 11. Regression analysis 12. Introduction to factor analysis 13. Analysis of three or more groups partialling out effects of a covariate 14. Introduction to multivariate analysis of variance (MANOVA) 15. Non-parametric statistics