Recursive nonparametric regression estimation for independent functional data

DOI10.5705/SS.202018.0069zbMath1444.62052OpenAlexW2955344111WikidataQ129921790 ScholiaQ129921790MaRDI QIDQ5220374

Yousri Slaoui

Publication date: 16 March 2020

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.5705/ss.202018.0069

zbMATH Keywords

smoothingasymptotic normalitycurve fittingregression estimationfunctional datastochastic approximation algorithmwild functional bootstrap

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Density estimation (62G07) Functional data analysis (62R10) Stochastic approximation (62L20)

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Recursive regression estimation based on the two-time-scale stochastic approximation method and Bernstein polynomials ⋮ Semiparametric Bayesian networks for continuous data ⋮ Nonparametric recursive method for generalized kernel estimators for dependent functional data ⋮ Nonparametric recursive estimation for multivariate derivative functions by stochastic approximation method ⋮ Two-time-scale nonparametric recursive regression estimator for independent functional data ⋮ Methodology for nonparametric bias reduction in kernel regression estimation ⋮ A note on exponential inequalities in Hilbert spaces for spatial processes with applications to the functional kernel regression model ⋮ Recursive non-parametric kernel classification rule estimation for independent functional data ⋮ Recursive nonparametric regression estimation for dependent strong mixing functional data ⋮ Semirecursive nonparametric algorithms for Hammerstein systems with stochastic autocorrelated input

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