Probability theory, univariate, multivariate, expectation, generating functions, derived distributions, order statistics, convergence of random sequence, sampling distributions, (t, chi-square and F distributions). Methods of estimation, MLE and MME, unbiasedness, consistency and asymptotic normality. Stochastic processes, Bayesian statistics and decision theory. |