Electricity consumption prediction with functional linear regression using spline estimators

Maria Rosaria De Rosa

Risultato della ricerca: Articlepeer review

25 Citazioni (Scopus)

Abstract

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 dataset 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-splineestimator of the functional parameter is used. Selected computational issues are addressed as well.
Lingua originaleEnglish
pagine (da-a)2027-2041
Numero di pagine15
RivistaJournal of Applied Statistics
Volume37
Stato di pubblicazionePublished - 2010
Pubblicato esternamenteYes

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