| Credit: | 6 |
|---|---|
| Status: | Czech EEI and EP - elective ET - mandatory F,FM and B - elective Masters - all Semester - summer |
| Course supervisors: | prof. RNDr. Marie Hušková DrSc. |
| Course homepage: | JEM019 |
| Literature: | Anděl, J.: Matematická statistika, SNTL -ALFA, Praha, Bratislava, 1978 Anděl, J.:Statistické metody, MATFYZPRESS. Praha, 1993. Antoch, J.- Vorlíčková, D.:Vybrané metody statistické analýzy dat. Academia, Praha, 19+92 Jurečková, J.: Neparametrické testy, skriptum MFF UK, 1981 Rao, C.R.: Lineární metody statistické indukce a jejich aplikace, Academia, Praha, 1978. |
| Description: | 1.Rank based procedures ( basic principles, rank tests for one- and two-sample problem) 2. Multivariate Statistical Analysis (multivariate normal distribution, Wishta distribution, Hotteling distribution, estimators and tests on pparameters of multivariate normal distribution, some specific multivariate methods- cluster analysis, discrimination analysis, principal components,...) 2.Noparametric regresion (kernel type etimators, local polynomial smoothing, choice of smoothing parametres). 4. Resampling methods (bootstrap in location models, linear models, time series). |
