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Statistics III

Statistics III
470-4403/01
čeština Statistics III
470-4403/02
angličtina Statistics III
470-4403/03
čeština Statistics III
470-4403/04
angličtina

Summary

Purpose: to introduce the general theory of linear statistical models; present standard methods of parameter estimation, testing, model building, and evaluation; to develop skills in implementing and interpreting standard statistical software for data analysis.

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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Language of instruction čeština, angličtina, čeština, angličtina
Code 470-4403
Abbreviation STA3
Course title Statistics III
Coordinating department Department of Applied Mathematics
Course coordinator prof. Ing. Radim Briš, CSc.