Akademik Dersler - İçerik

Express properties of estimators.
1.1. Express sufficient and complete statistists. 1.2. Define efficient and unbiased statistists . 1.3. Describe consistent statistists .
Use methods of finding estimators.
2.1. Perform method of moments . 2.2. Use maximum likelihood method.
Define minimum-variance unbiased estimators.
3.1. Express and perform Cramer-Rao inequality. 3.2. Express and perform Rao-Blackwell theorem 3.3. Express and perform Lehmann-Scheffe uniqueness theorem.
Explain theory of hypothesis tests
4.1. Distinguish simple and composite hypothesis tests 4.2. Recognize test function, error probabilities and power function. 4.3. Express and perform Neyman-Pearson lemma 4.4. Express and perform Likelihood ratio tests