Testing linearity in semi-parametric functional data analysis

This paper investigates a semi-parametric model for functional data, based on partial linear ideas. A methodology is developped for testing the linear component of such a functional partial linear model. The behavior of the test is studied through some finite simulated samples before being applied to some chemometrical curves dataset. One interesting feature of the methodology is that it works with not necessarily independent data. Copyright Springer-Verlag 2013

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Year of publication:	2013
Authors:	Aneiros-Pérez, Germán ; Vieu, Philippe
Published in:	Computational Statistics. - Springer. - Vol. 28.2013, 2, p. 413-434
Publisher:	Springer
Subject:	Functional data \| Semi-parametric statistics \| Partial linear \| Testing \| Chemometrics \| Time series

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Extent:	text/html
Type of publication:	Article
Source:	RePEc - Research Papers in Economics

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