Calculations of ExpectationCovers the calculation of expectation and variance for different types of random variables, including discrete and continuous ones.
Probability and StatisticsCovers Simpson's paradox, probability distributions, and real-life examples in probability and statistics.
Concentration InequalitiesCovers concentration inequalities and sampling methods for estimating unknown distributions, with a focus on population infection rates.
Distribution EstimationCovers the estimation of distributions using various methods such as minimum loss and expectation.
Property TestingCovers the concept of property testing using statistical methods.
