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PFS0131

Multivariat statistik

Multivariate statistics
• Principal components analysis

• Multivariate normality

• Cluster analysis

• Discriminant analysis

• Logistic regression

• Ordinal regression

• Factor analysis

• Canonical correlation analysis

Kursplan och övrig information


Kursplan

PFS0131 Multivariat statistik, 4,0 Hp

Ämnen

Matematisk statistik

Utbildningens nivå

Forskarnivå

Förkunskapskrav

A basic course in univariate statistics, together with a familiarity with Linear algebra; for example the previous graduate course Statistics, with mathematics (4 hp).



The course is primarily intended for graduate students, but post-doctoral researchers are also welcome to attend.

Mål

Upon successful completion of the course participants will be able to analyze data visually, using exploratory data analysis, as well as statistically, using multivariate statistical tools, and also to critically examine the validity of the statistical analyses.

Innehåll

• Principal components analysis • Multivariate normality • Cluster analysis • Discriminant analysis • Logistic regression • Ordinal regression • Factor analysis • Canonical correlation analysis

Ytterligare information

The course can accommodate a limited number of applicants, who will be accepted in the order which the organizer receives the applications.

Applications are to be sent by e-mail to Magnus Ekström (magnus.ekstrom@slu.se) and should contain the following information.

• Name of the course;

• Name of applicant;

• Personal identification number (personnummer);

• Academic affiliation;

• Graduate student or Post-doc.

Ansvarig institution/motsvarande

Institutionen för skoglig resurshushållning