Functional linear regression with functional rensponse application to prediction of electricity consumption

Maria Rosaria De Rosa

Risultato della ricerca: Articlepeer review

Abstract

Functional linear regression model linking observations of a functional response variable with measurements of an explanatory functional variable is considered. The slope function is estimated with a tensor product splines. Some computational issues are addressed by means of a simulation study. This model serves to analyze a real data set concerning electricity consumption in Sardinia. The interest lies in predicting either incoming weekend or incoming weekdays consumption curves if actual weekdays consumption is known.
Lingua originaleEnglish
pagine (da-a)23-29
Numero di pagine7
RivistaCONTRIBUTIONS TO MANAGEMENT SCIENCE
Volume1
Stato di pubblicazionePublished - 2008
Pubblicato esternamente

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