Counterexamples in Probability and Statistics

Probability spaces. Random variables, densities and distribution functions. Moments of random variables. Properties of real random variables. Sequences of random variables. Conditional expectation, Martingales, and almost sure convergence of sums of independent random variables. Properties of statistical experiments. Construction of estimators. Optimality of estimators. Confidence intervals and hypothesis testing. Appendix: Additional counter-examples.