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Multivariate statistical analysis


Aalto University


The course is an introduction to multivariate statistical analysis. Course topics include multivariate location and scatter, principal component analysis (PCA), robustness and robust PCA, bivariate correspondence analysis, multiple correspondence analysis (MCA), canonical correlation analysis, discriminant analysis, statistical depth functions, classification and clustering. Software R is used in the exercises of this course.

 


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Course dates
07 January 2019 - 11 April 2019
Lecturer
Pauliina Ilmonen
Place/Venue
Aalto University School of Science / Department of Mathematics and Systems Analysis
City
Espoo
Country
Finland
ECTS
5 points
Link
https://mycourses.aalto.fi/course/search.php?...
Language
English
Block-scheduling
No
Cost
Not available