A Class of Local Linear Estimators with Functional Data

DOI10.17516/1997-1397-2019-12-3-379-391OpenAlexW2969480065MaRDI QIDQ5853403

Fatiha Messaci, Sara Leulmi

Publication date: 18 March 2021

Published in: Journal of Siberian Federal University. Mathematics & Physics (Search for Journal in Brave)

Full work available at URL: http://mathnet.ru/eng/jsfu762

zbMATH Keywords

rate of convergencenonparametric estimationuniform almost complete convergencelocally modelled regression

Mathematics Subject Classification ID

Statistics (62-XX) Systems theory; control (93-XX)

Related Items (4)

Nonparametric local linear regression estimation for censored data and functional regressors ⋮ Local linear estimation of the conditional mode under left truncation for functional regressors ⋮ Unnamed Item ⋮ Rate of the Almost Sure Convergence of a Generalized Regression Estimate Based on Truncated and Functional Data

Cites Work

• Unnamed Item
• Local polynomial modelling of the conditional quantile for functional data
• Local smoothing regression with functional data
• Rate of uniform consistency for nonparametric estimates with functional variables
• Nonparametric functional data analysis. Theory and practice.
• On the Validity of the Bootstrap in Non-Parametric Functional Regression
• Locally modelled regression and functional data
• Functional data: local linear estimation of the conditional density and its application

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