Course Catalog 2014-2015
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Basic Pori International Postgraduate Open University

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Course Catalog 2014-2015

MAT-60356 Multivariate Methods in Statistics, 5 cr

Additional information

No implementations during academic year 2014-2015.
Suitable for postgraduate studies
Will not be lectured year 2014-2015

Person responsible

Keijo Ruohonen, Simo Ali-Löytty

Requirements

Exam.
Completion parts must belong to the same implementation

Learning Outcomes

After completing the course the student is able to choose, apply and analyze the results of common multivariate statistical methods. Since the course is mainly a self-study course, the student may choose the material to emphasize application areas of specific interest. The student will also be familiar with the multivariate modelling tools in a statistical program (MATLAB, JMP, R or some such). Nowadays these methods form a long-standing, well-researched and much used toolbox, and therefore it is simply not possible to include outcomes for them all within a single course. Completing the course the student nevertheless should be able the generalize and extend the skills.

Content

Content Core content Complementary knowledge Specialist knowledge
1. Regression, Principal component analysis, Clustering, and other multivariate statistical methods     

Study material

Type Name Author ISBN URL Edition, availability, ... Examination material Language
Book   Applied Multivariate Data Analysis   Everitt, B.S.& Dunn, G.         No    English  

Prerequisites

Course Mandatory/Advisable Description
MAT-02550 Tilastomatematiikka Mandatory   1
MAT-60006 Matrix Algebra Mandatory   2
MAT-02500 Todennäköisyyslaskenta Mandatory    

1 . Or any other basic course on statistics.

2 . Or any other basic course on matrix calculus.

Prerequisite relations (Requires logging in to POP)



Correspondence of content

Course Corresponds course  Description 
MAT-60356 Multivariate Methods in Statistics, 5 cr MAT-41286 Multivariate Statistical Methods, 6 cr  

Last modified14.03.2014