Course Catalog 2008-2009
Postgraduate

Basic Pori International Postgraduate Open University

|Degrees|     |Study blocks|     |Courses|    

Course Catalog 2008-2009

MAT-51706 Bayesian Methods, 6 cr

Course´s person responsible

Robert Piche

Implementations

No implementations

Requirements

Exam.
Completion parts must belong to the same implementation

Principles and baselines related to teaching and learning

-

Objectives

Introduction to Bayesian data-analysis theory and applications.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Probability theory basis of Bayesian methods.     
2. Data analysis: inference, parameter estimation, regression, model comparison     
3. Numerical methods, MCMC      
4. Decision theory.     


Prerequisites

Course O/R
MAT-20500 Todennäköisyyslaskenta Obligatory  
MAT-33310 Tilastomatematiikka Recommended  

Prerequisite relations (Requires logging in to POP)

Correspondence of content

Course Corresponds course  Description 
MAT-51706 Bayesian Methods, 6 cr MAT-51700 Bayesian Analysis, 6 cr  

Last modified19.09.2008
ModifierRobert Piche