Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.
Conditional ExpectationCovers conditional expectation, Fubini's theorem, and their applications in probability theory.
Independence and CovarianceExplores independence and covariance between random variables, discussing their implications and calculation methods.
Generalized Linear ModelsCovers probability, random variables, expectation, GLMs, hypothesis testing, and Bayesian statistics with practical examples.
