Theory of Statistics I

Catalog description

Introduction to probability theory, random variables, transformations of random variables, expectations, discrete and continuous distributions, moment generating functions, families of distributions, multivariate random variables, joint and marginal distributions, conditional distributions and independence, sampling distributions of normal populations, order statistics, convergence of random variables, and the central limit theorem.