Introduction to Mathematical Statistics

Probability -- Nature of statistical methods -- Empirical frequency distributions of one variable -- Theoretical frequency distributions of one variable -- Elementary samples theory for one variable -- Correlation and regression -- Theoretical frequency distributions for correlation and regression -- Testing goodness of fit -- General principles for testing hypotheses and for estimation -- Small sample distributions -- Statistical design in experiments -- Nonparametric methods