Statistics without maths for psychology - Dancey, Christine P.; Reidy, John. (Harlow, England ; New York : Prentice Hall/Pearson, 2011)
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.
Keywords: Mathematical statistics; Psychology