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Robust nonparametric estimation for functional data
Conference proceeding

Robust nonparametric estimation for functional data

Christophe Crambes, Laurent Delsol and Ali Laksaci
FUNCTIONAL AND OPERATORIAL STATISTICS, pp.109-116
Contributions to Statistics
01/01/2008

Abstract

Mathematics Physical Sciences Science & Technology Statistics & Probability
It is well known that robust estimation provides an alternative approach to classical methods which is not unduly affected by the presence of outliers. Recently, these robust estimators have been considered for models with functional data. In this talk, we focus on asymptotic properties of a conditional nonparametric estimation of a real valued variable with a functional covariate. We present results dealing with convergence in probability, asymptotic normality and L-q errors.

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