Probability and Statistical Inference

Notions of Probability Expectations of Functions of Random Variables Multivariate Random Variables Transformations and Sampling Distributions Notions of Stochastic Convergence Sufficiency, Completeness, and Ancillarity Point Estimation Tests of Hypotheses Confidence Interval Estimation Bayesian Methods Likelihood Ratio and Other Tests Large-Sample Inference Sample Size Determination: Two-Stage Procedures