Brief Course Description
1. Course Title:
(EN) Bayesian Statistics
2. Language of Instruction:
Tiếng Anh
3. Course Code:
MAT608009
4. Credits:
3
5. Course Objectives:
6. Brief Description of Course Content:
The course introduces Bayesian statistical method to use a prior information in data processing to make statistical inferences. It covers important concepts in Bayesian probability modeling as well as estimation using both optimization and simulation-based strategies, using prior information to study random variables, estimate proportions, estimate mean, find linear regression lines. Furthermore, this course compare between Bayesian statistics and traditional statistical methods to help students identify their advantages and disadvantages.