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Description
  • A functional linear regression model linking observations of a functional response variable with measurements of an explanatory functional variable is considered. This model serves to analyse a real data set describing electricity consumption in Sardinia. The interest lies in predicting either oncoming weekends' or oncoming weekdays' consumption, provided actual weekdays' consumption is known.A B-spline estimator of the functional parameter is used. Selected computational issues are addressed as well.
  • A functional linear regression model linking observations of a functional response variable with measurements of an explanatory functional variable is considered. This model serves to analyse a real data set describing electricity consumption in Sardinia. The interest lies in predicting either oncoming weekends' or oncoming weekdays' consumption, provided actual weekdays' consumption is known.A B-spline estimator of the functional parameter is used. Selected computational issues are addressed as well. (en)
Title
  • Electricity consumption prediction with functional linear regression using spline estimation
  • Electricity consumption prediction with functional linear regression using spline estimation (en)
skos:prefLabel
  • Electricity consumption prediction with functional linear regression using spline estimation
  • Electricity consumption prediction with functional linear regression using spline estimation (en)
skos:notation
  • RIV/00216208:11320/10:10048599!RIV11-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/09/0755), Z(MSM0021620839)
http://linked.open...iv/cisloPeriodika
  • 12
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
  • 256684
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/10:10048599
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • electricity consumption in Sardinia; B-spline; penalized least squares; ARH(1); functional response; functional linear regression (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [58DB09B8F625]
http://linked.open...i/riv/nazevZdroje
  • Journal of Applied 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
  • 37
http://linked.open...iv/tvurceVysledku
  • Antoch, Jaromír
  • Prchal, Luboš
  • Sarda, Pascal
  • de Rosa, Maria Rosaria
http://linked.open...ain/vavai/riv/wos
  • 000284416000005
http://linked.open...n/vavai/riv/zamer
issn
  • 0266-4763
number of pages
http://localhost/t...ganizacniJednotka
  • 11320
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