BLG 560E - Stat.&Estimat.in Comp.Science

Course Objectives

1. To learn probability theory and statistical inference
2. To learn estimation methods
3. To learn reliability of estimation
4. To learn hypothesis testing

Course Description

Types of point estimation, confidence level and interval, types of regression, parametric and nonparametric hypothesis testing, sufficient statistics, estimation quality, Cramer-Rao limit, sample size determination..