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Description
  • Dimension reduction of multivariate data was developed by Y. Guan for point processes with Gaussian random fields as covariates. The generalization to fibre and surface processes is straightforward. In inverse regression methods, we suggest slicing based on geometrical marks. An investigation of the properties of this method is presented in simulation studies of random marked sets. In a refined model for dimension reduction, the second-order central subspace is analyzed in detail. A real data pattern is tested for independence of a covariate.
  • Dimension reduction of multivariate data was developed by Y. Guan for point processes with Gaussian random fields as covariates. The generalization to fibre and surface processes is straightforward. In inverse regression methods, we suggest slicing based on geometrical marks. An investigation of the properties of this method is presented in simulation studies of random marked sets. In a refined model for dimension reduction, the second-order central subspace is analyzed in detail. A real data pattern is tested for independence of a covariate. (en)
Title
  • SLICED INVERSE REGRESSION AND INDEPENDENCE IN RANDOM MARKED SETS WITH COVARIATES
  • SLICED INVERSE REGRESSION AND INDEPENDENCE IN RANDOM MARKED SETS WITH COVARIATES (en)
skos:prefLabel
  • SLICED INVERSE REGRESSION AND INDEPENDENCE IN RANDOM MARKED SETS WITH COVARIATES
  • SLICED INVERSE REGRESSION AND INDEPENDENCE IN RANDOM MARKED SETS WITH COVARIATES (en)
skos:notation
  • RIV/00216208:11320/13:10159392!RIV14-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GAP201/10/0472), S
http://linked.open...iv/cisloPeriodika
  • 3
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
  • 105571
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/13:10159392
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • covariate; Gaussian random field; random marked set; central subspace; Dimension reduction (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • GB - Spojené království Velké Británie a Severního Irska
http://linked.open...ontrolniKodProRIV
  • [4757E33B294F]
http://linked.open...i/riv/nazevZdroje
  • Advances in Applied Probability
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
  • 45
http://linked.open...iv/tvurceVysledku
  • Šedivý, Ondřej
  • Beneš, Viktor
  • Kratochvilova, Blazena
  • Staněk, Jakub
http://linked.open...ain/vavai/riv/wos
  • 000325444200002
issn
  • 0001-8678
number of pages
http://localhost/t...ganizacniJednotka
  • 11320
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