MSAN 504 - Review of Probability and Statistics (1)

An intense review of elementary probability and statistics. Topics include random variables, probability mass functions, density functions, the cumulative distribution function, moments, maximum likelihood estimation, and the method of moments; one- and two-sample hypothesis tests and confidence intervals involving proportions, means, and correlation coefficients; the axioms of Kolmogorov, independence, the law of total probability, and Bayes' Theorem; and multivariate distributions. indicator random variables, and conditional expectation.