Terminated in academic year 2020/2021

Statistics III

Type of study	Follow-up Master
Language of instruction	Czech
Code	470-4403/01
Abbreviation	STA3
Course title	Statistics III
Credits	4
Coordinating department	Department of Applied Mathematics
Course coordinator	prof. Ing. Radim Briš, CSc.

Subject syllabus

Topics:
Multivariate normal distribution.
Full rank linear model.
Model building.
Box-Cox transformation.
Generalized linear models.
Logistic regression.
Bayes methods.
Bayes decision making.
Analysis of covariance.

Literature

Box G.E.P., Hunter W.G., Hunter J.S.; Statistics for Experimenters; J. Wiley & Sons, 1978.
Searle L.R.; Linear Statistical Models; Second Edition, J. Wiley & Sons, 1986

Fahrmeir L., Tutz G., Multivariate Statistical Modelling Based on Generalized Linear Models, Springer 2001, ISBN 0-38795187-3.

Advised literature

Searle L.R.; Linear Statistical Models; Second Edition, J. Wiley & Sons, 1986

McCullagh P., and Nelder J.A., Generalized Linear Models, Chapmann & Hall/CRC 1989, ISBN 0-412-31760-5.

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