STAT573 PROBABILITY AND STATISTICS FOR DATA SCIENCE II
| Course Code: | 2460573 |
| METU Credit (Theoretical-Laboratory hours/week): | 3 (3.00 - 0.00) |
| ECTS Credit: | 8.0 |
| Department: | Statistics |
| Language of Instruction: | English |
| Level of Study: | Graduate |
| Course Coordinator: | Prof.Dr. VİLDA PURUTÇUOĞLU |
| Offered Semester: | Fall and Spring Semesters. |
Course Objectives
The goal of this course is to introduce students to the Classical Statistical Inference and Methods.
Course Content
Order statistics. Likelihood functions and likelihood theory. Exponential families. Point estimation. Some properties of estimators. Interval estimation. Hypothesis testing.
Course Learning Outcomes
Student will be able:
to understand the Parametric approach to Statistical Inferenc, to evaulate and compare different estimators, to setup/test usueful Statistical Hypothesis.