Discrete Random VariablesCovers properties and transformations of discrete random variables, focusing on PMF and expectation.
Statistical EstimationCovers statistical estimation methods and explores practical examples of parameter estimation for different distributions.
Probability and StatisticsCovers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Extreme Value TheoryExplores the Extreme Value Theory and the impact of local dependence on extreme values.