Bayesian statistics, Conditional probability (classical and based on the notion of coherence), Convergence of probability measures (weak and stable), Disintegrability, Empirical processes, Equivalent martingale measures, Exchangeability, Finite additive probabilities, Integral representation of functionals, Random probability measures, Skorohod representation theorem.