Numbers, variables and measures -- Displaying data -- Central tendency -- Variability -- Probability and theoretical distributions -- The standard normal distribution -- The sampling distribution of the mean -- Hypothesis testing: the z-test -- T-tests -- Regression -- Correlation -- Measurements -- Statistical power -- The logic of analysis of variance -- One-way analysis of variance -- Factorial analysis of variance -- Repeated measures analysis of variance -- Multiple regression -- Chi-square test -- Distribution-free tests -- Meta analysis -- Statistical reasoning -- Mathematics and software support -- Basic work with numbers -- Equations, substitution and summation -- Reading and understanding graphs.