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Description
  • V práci je prezentována procedura pro identifikaci odlehlých údajů v souboru dat v lineárním regulárním modelu s podmínkami na parametry střední hodnoty. Pomocí citlivostní analýzy je zkoumán vliv přibližných hodnot variančních komponent na hladinu významnosti použitých statistických testů. Jsou zde odvozeny explicitní vztahy oblastí necitlivosti. Vlastnosti nalezených oblastí necitlivosti a kvalita prezentované procedury pro identifikaci odlehlých údajů jsou studovány pomocí simulace. (cs)
  • A procedure how to identify outliers in observations in a regular linear model with constraints on mean value parameters is presented. A problem, how approximations of variance components influence the significance level of statistical test is solved by insensitivity approach. Explicit expressions of insensitivity regions are given. Behavior of insensitivity regions and the quality of the procedure for outliers identification are studied by simulations.
  • A procedure how to identify outliers in observations in a regular linear model with constraints on mean value parameters is presented. A problem, how approximations of variance components influence the significance level of statistical test is solved by insensitivity approach. Explicit expressions of insensitivity regions are given. Behavior of insensitivity regions and the quality of the procedure for outliers identification are studied by simulations. (en)
Title
  • Simulation study of insensitivity regions and outliers
  • Simulační studie oblastí necitlivosti a odlehlých údajů (cs)
  • Simulation study of insensitivity regions and outliers (en)
skos:prefLabel
  • Simulation study of insensitivity regions and outliers
  • Simulační studie oblastí necitlivosti a odlehlých údajů (cs)
  • Simulation study of insensitivity regions and outliers (en)
skos:notation
  • RIV/61989592:15310/08:00005602!RIV09-MSM-15310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6198959214)
http://linked.open...iv/cisloPeriodika
  • 1
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 394911
http://linked.open...ai/riv/idVysledku
  • RIV/61989592:15310/08:00005602
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • regression model with constraints; variance components; outlier, insensitivity region; unbiased estimator; hypothesis testing, simulation (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • SK - Slovenská republika
http://linked.open...ontrolniKodProRIV
  • [18C1D2432F43]
http://linked.open...i/riv/nazevZdroje
  • Tatra Mountains Mathematical Publications
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 39
http://linked.open...iv/tvurceVysledku
  • Fišerová, Eva
http://linked.open...n/vavai/riv/zamer
issn
  • 1210-3195
number of pages
http://localhost/t...ganizacniJednotka
  • 15310
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