Exact Quadratic Error of the Local Linear Regression Operator Estimator for Functional Covariates

DOI10.1007/978-3-319-22476-3_5zbMath1331.62237OpenAlexW2188393037MaRDI QIDQ2787231

Ali Laksaci, Amina Naceri, Mustapha Rachdi

Publication date: 25 February 2016

Published in: Functional Statistics and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-22476-3_5

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05)

Related Items (3)

Computational aspects of the kNN local linear smoothing for some conditional models in high dimensional statistics ⋮ Local linear conditional cumulative distribution function with mixing data ⋮ Asymptotic normality of conditional mode estimation for functional dependent data

Cites Work

• Local linear regression for functional predictor and scalar response
• Statistics for functional data
• Rate of uniform consistency for nonparametric estimates with functional variables
• Choosing a kernel regression estimator. With comments and a rejoinder by the authors
• Local Weighted Average Estimation of the Regression Operator for Functional Data
• Locally modelled regression and functional data
• Design-adaptive Nonparametric Regression
• Functional data: local linear estimation of the conditional density and its application
• NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS

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