A course in mathematical statistics

Concepts of Set Theory Some Probabilistic Concepts and Results On Random variables and Their Distributions Distribution Functions, Probability Densities, and their Relationships Moments of Random Variables-Some Moment and Probability Inequalities Characteristic Functions, Moment Generating Functions, and Related Theorems Stochastic Independence with Some Applications Basic Limit Theorems Transformations of Random Variables and Random Vectors Order Statistics and Related Theorems Sufficiency and Related Theorems Point Estimation Testing Hypotheses Sequential Procedures Confidence Regions-Tolerance Intervals The General Linear Hypothesis Analysis of Variance The Multivariate Normal Distribution Quadratic Forms Nonparametric Inference Appendices Table of Selected Discrete and Continuous Distributions and Some of their Characteristics Some Notation and Abbreviations