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Description
  • The minimum risk equivariant estimator of the regression parameter vector is finite-sample optimal, but its calculation is difficult. We study some possible approximations of MRE: A finite-sample approximation uses the Hájek-Hoeffding projection or the Hoeffding-van Zwet decomposition of an initial equivariant estimator. A large-sample approximation, using the score function of the errors, is based on the asymptotic representation of the initial estimator.
  • The minimum risk equivariant estimator of the regression parameter vector is finite-sample optimal, but its calculation is difficult. We study some possible approximations of MRE: A finite-sample approximation uses the Hájek-Hoeffding projection or the Hoeffding-van Zwet decomposition of an initial equivariant estimator. A large-sample approximation, using the score function of the errors, is based on the asymptotic representation of the initial estimator. (en)
Title
  • Minimum risk equivariant estimator in linear regression model
  • Minimum risk equivariant estimator in linear regression model (en)
skos:prefLabel
  • Minimum risk equivariant estimator in linear regression model
  • Minimum risk equivariant estimator in linear regression model (en)
skos:notation
  • RIV/00216208:11320/09:00206287!RIV10-MSM-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(IAA101120801), P(LC06024), Z(MSM0021620839)
http://linked.open...iv/cisloPeriodika
  • 4
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
  • 326440
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/09:00206287
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Minimum; equivariant; estimator; linear; regression; model (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • DE - Spolková republika Německo
http://linked.open...ontrolniKodProRIV
  • [11F3951E9F18]
http://linked.open...i/riv/nazevZdroje
  • Statistics and Decisions
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 27
http://linked.open...iv/tvurceVysledku
  • Jurečková, Jana
  • Picek, Jan
http://linked.open...n/vavai/riv/zamer
issn
  • 0721-2631
number of pages
http://localhost/t...ganizacniJednotka
  • 11320
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