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.
Antoch, J., Prchal, L., De Rosa, M.R., Sarda, P. (2008). Functional linear regression with functional rensponse application to prediction of electricity consumption, 1, 23-29.
Functional linear regression with functional rensponse application to prediction of electricity consumption
De Rosa, Maria Rosaria;
2008-01-01
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.
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