Statistics III

Type of study	Follow-up Master
Language of instruction	English
Code	470-4403/04
Abbreviation	STA3
Course title	Statistics III
Credits	6
Coordinating department	Department of Applied Mathematics
Course coordinator	Ing. Jan Kracík, Ph.D.

Osnova předmětu

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.

E-learning

Materials are available at https://lms.vsb.cz/?lang=en

Povinná literatura

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, .

Doporučená literatura

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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