Probability Theory, Transformations and Expectations, Common Families of Distributions, Multiple Random Variables, Properties of a Random Sample, Principles of Data Reduction, Sufficient Statistics, The Likelihood Principle, Point Estimation, Method of Moments, Hypothesis Testing, Likelihood Ratio Tests, Interval Estimation, Asymptotic Evaluations. (3 credit hours).
