319 إحص - مقرر سابق
Credit Hours: 3 (2+1)
Beneficiaries: College of Science.
Text Book:
Introduction to Mathematical Statistics, Sixth Edition, by Hogg, McKean, and Craig, Prentice Hall
Reference Books:
1- Introduction to Theory of Statistics, A. Mood, F. Graybill and B. Boes, McGrow-Hill.
2- Mathematical statistics, Freund & Walpole, Prentice-Hal
3- Introduction to Mathematical Statistics, Paul Hoel, Wiley
Course Scope Contents:
Interval estimation (two population cases): Confidence interval estimators - Pivotal methods - Hypotheses Testing: Type I and Type II error - power of the tests - Most powerful test - Neymann-pearson lemma - asymptotic tests - unbiased test - uniformly most powerful test. Monotone tests – Neymann Pearson theorem - power curves - Likelihood ratio tests - asymptotic distribution of likelihood ratio statistics - The Sequential Probability Ratio Test - Goodness of-fit Tests - Bayesian testing hypotheses.
Prerequisite: STAT 223 + MATH 207
Companion Requirement: STAT 315