Statistics I

ID : 
ΕΛ
Semester : 
5
Track: 
Free Electives

Department of Mathematics

15101179 STATISTICS Ι (5ο semester) 9 ECTS

Descriptive Statistics. Families of distributions. Exponential family of distributions. Adequacy and completeness. Minimum variance unbiased estimators. Gramer-Rao Inequality. Efficient estimators. Consistent estimators. Maximum likelihood estimators and moments. Bayes and Minimax Estimators. Confidence intervals. Hypothesis testing.

Textbook [22888]: Mathematical statistics, Papaioannou Takis, Ferentinos Kosmas Details

Textbook [45263]: Introduction to statistics PART  Ι, Damianou X., Kourtas Μ. Details