Entry requirements

Mathematical statistics (1TS11), or

corresponding knowledge.

Aims

The course will give a deeper understanding of

statistical theory and methodology, in particular

knowledge of its applications in technology and

social sciences and ability to perform analysis of statistical data.

Content

Non-parametric methods. Analysis of variance, multiple comparisons. Regression analysis. Introduction to multivariate

analysis. Principal component analysis. Measures

of dependence, independence tests. Discussion on Bayesian methods and statistical decision theory. Use of statistical software.

Instruction

Lectures, exercise sessions and computer

assignments.

Assessment

Written test at the end of the course. Mandatory

assignments may be required.