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Variable Selection in Functional Regression Models: a Review by Aneiros, Germán; Novo, Silvia; Vieu, Philippe is a scholarly article available to read on EtoBox.

What is Variable Selection in Functional Regression Models: a Review about?

Despite of various similar features, Functional Data Analysis and High-Dimensional Data Analysis are two major fields in Statistics that grew up recently almost independently one from each other. The aim of this paper is to propose a survey on methodological advances for variable selection in functional regression, which is typically a question for which both functional and multivariate ideas are crossing. More than a simple survey, this paper aims to promote even more new links between both areas.

Author

Aneiros, Germán; Novo, Silvia; Vieu, Philippe

Published

2024

Language

EN