Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.
Continuous Random VariablesExplores continuous random variables, density functions, joint variables, independence, and conditional densities.
Dependence and CorrelationExplores dependence, correlation, and conditional expectations in probability and statistics, highlighting their significance and limitations.
Independence and CovarianceExplores independence and covariance between random variables, discussing their implications and calculation methods.
