autumn 2017 STA-3002 Multivariable Statistical Analysis - 10 ECTS
Course content
The course builds on STA-2002 Theoretical Statistics and gives a thorough introduction to the multivariate normal distribution, as well as estimation of its parameters. The rest of the course gives a presentation of various areas in multivariable statistical analysis, such as the classification problem, testing of general linear hypotheses, principal component analysis, canonical correlation and factor analysis.Objectives of the course
The student shall- obtain a thorough introduction to the multivariate normal distribution, as well as estimation of its parameters.
- obtain solid understanding of various areas in multivariable statistical analysis, such as the classification problem, testing of general linear hypotheses, principal component analysis, factor analysis and various regression techniques.
- be able to use these concepts to solve concrete problems.
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- About the course
- Campus: Tromsø |
- ECTS: 10
- Course code: STA-3002
- Responsible unit
- Department of Mathematics and Statistics