Modes of ConvergenceExplores modes of convergence in probability and statistics, illustrating concepts with examples and discussing the continuity theorem.
Probability and Statistics: FundamentalsCovers the fundamental concepts of probability and statistics, including interesting results, standard model, image processing, probability spaces, and statistical testing.
Convergence in DistributionCovers the concept of convergence in distribution for random variables and its significance in probability theory.
Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Probabilities and StatisticsCovers fundamental concepts in probabilities and statistics, including linear regression, exploratory statistics, and the analysis of probabilities.