Probability: events, rules for events, probability space. Conditional probabilities. Independent events. Discrete and continuous random variables. Expectation and variance. Bivariate and multivariate random variables. Independent random variables.

Statistical inference: estimators and their properties. Confidence intervals. Parametric hypothesis testing. Chi-square tests.