151026810 MATHEMATICAL STATISTICS ( 3 Crd.Hrs )

Review of probability distributions and transformations of random variables, sufficient and minimal sufficient statistics, completeness, point estimation, Cramer-Rao inequality, minimum variance unbiased estimates, moments, maximum likelihood and least square estimation methods, test of hypotheses, Neyman-Pearson lemma, randomized tests, uniformly most powerful tests, confidence intervals, order statistics.