Course Catalog 2014-2015
International

Basic Pori International Postgraduate Open University

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Course Catalog 2014-2015

ASE-8016 Advanced Topics in Automation Science and Engineering , 1 cr
Advanced Topics in Automation Science and Engineering
ASE-8016 2014-02

Lessons

Study type P1 P2 P3 P4 Summer Lecture times and places
Lectures
Excercises


 
 8 h/per
 8 h/week


 


 


 
Thursday 13 - 15 , Sc105a


Description:

Bayesian data analysis [2 credits]. This short course is an introduction to the use of Matlab/JAGS software for statistical modelling of engineering systems data. The textbook is Kelly & Smith (2011): Bayesian Inference for Probabilistic Risk Assessment, A Practitioner's Guidebook (available on-line). Topics include: inference and prediction for lifetime/duration and count data, model checking, regression, missing data. Pass requirement: presentation of computer modelling homework solutions at 4 exercise sessions. Grade is pass/fail.

Person responsible:

Robert Piche

Assessment scale:

Numerical evaluation scale (1-5) will be used on the course