INTRODUCTION TO MATHEMATICAL STATISTICS

Catalog description

Builds the mathematical foundation of probability models, including sample space, events, and random variables. Develops the frameworks for characterizing probability distributions. Performs probability calculations for discrete and continuous random variables, including means, variances, moment generating functions, transformations, conditional, joint, and marginal distributions. Interprets and evaluates the use of common distribution families in real-world settings.