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  • The problem of boundary effects for nonparametric kernel regression is considered. We will follow the problem of bandwidth selection for Gasser-Mueller estimator especially. There are two ways to avoid the difficulties caused by boundary effects in this work. The first one si to assume the circular design. This idea is effective for smooth periodic regression functions mainly. The second presented method is reflection method for kernel of the second order. The reflection method has an influence on the estimate outside edge points. The method of penalizing functions is used as a bandwidth selector. This work compares both techniques in a simulation study.
  • The problem of boundary effects for nonparametric kernel regression is considered. We will follow the problem of bandwidth selection for Gasser-Mueller estimator especially. There are two ways to avoid the difficulties caused by boundary effects in this work. The first one si to assume the circular design. This idea is effective for smooth periodic regression functions mainly. The second presented method is reflection method for kernel of the second order. The reflection method has an influence on the estimate outside edge points. The method of penalizing functions is used as a bandwidth selector. This work compares both techniques in a simulation study. (en)
Title
  • A Comparative Study of Boundary Effects for Kernel Smoothing
  • A Comparative Study of Boundary Effects for Kernel Smoothing (en)
skos:prefLabel
  • A Comparative Study of Boundary Effects for Kernel Smoothing
  • A Comparative Study of Boundary Effects for Kernel Smoothing (en)
skos:notation
  • RIV/00216224:14310/06:00015658!RIV10-GA0-14310___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA402/04/1308)
http://linked.open...iv/cisloPeriodika
  • 2
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
  • 463435
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14310/06:00015658
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • bandwidth selection; boundary effects; kernel estimation; nonparametric regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • AT - Rakouská republika
http://linked.open...ontrolniKodProRIV
  • [65FD927B1FDE]
http://linked.open...i/riv/nazevZdroje
  • Austrian Journal of Statistics
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
  • 35/2006
http://linked.open...iv/tvurceVysledku
  • Koláček, Jan
  • Poměnková, Jitka
issn
  • 1026-597X
number of pages
http://localhost/t...ganizacniJednotka
  • 14310
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