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

Autor:	Antoch,J, Prchal,L, De Rosa, Maria Rosaria, Sarda,P
Přispěvatelé:	Antoch,J, Prchal,L, De Rosa,MR, Sarda,P
Jazyk:	angličtina
Rok vydání:	2008
Předmět:	Functional linear regression functional response ARH(1) penalized least squares B-splines electricity consumption in Sardegna
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=od______3658::07f4f999069d6be01f24a4c08c37ec09 http://hdl.handle.net/10447/64314 Zobrazit plný text záznamu