Code |
Course Name |
Language |
Type |
MAT 244 |
Statistics |
Turkish |
Compulsory |
Local Credits |
ECTS |
Theoretical |
Tutorial |
Laboratory |
3 |
5 |
3 |
0 |
0 |
Course Prerequisites and Class Restriction |
Prerequisites |
MAT 221 MIN DD or MAT 221E MIN DD
|
Class Restriction |
None |
Course Description |
Sampling from a normal distribution. The likelihood function and maximum likelihood estimators. Unbiasness and consistency of
point estimators. Fisher information and efficient estimators. Asymptotic properties of maximum likelihood estimators. Confidence
intervals. Testing statistical hypothesis and test statistics. Optimal Tests, Powerful tests; power function, Neyman-Pearson Theorem.
One-sample, Two-sample and paired models. Linear regression and correlation. Anova. Non-parametric methods. |
|