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rafik Amor Aguech

Associate Professor

عضو هيئة تدريس,

كلية العلوم
المبنى 4, الدور 1, رقم المكتب 2ب 44
مادة دراسية

STAT223

Sampling Distribution and Central Limit Theorem.
2. Point Estimation.
3. Estimator Properties: Unbiasedness – Mean Squared Error – Consistency – Sufficiency – Minimal Sufficiency – Completeness - Minimum Variance Unbiased Estimator.
4. Exponential Family Theorem.
5. Fisher Information and Cramer-Rao Inequality.
6. Rao-Blackwell and Lehmann-Scheffé Theorems.
7. Estimation Methods: Method of Moments – Maximum Likelihood Method.
8. Interval Estimation: Pivotal Quantity – Large Sample Confidence Interval.
9. Bayesian Estimate: Prior and Posterior Distributions – Loss Function Approach – Bayesian Confidence Intervals.

ملحقات المادة الدراسية