On the recovery of functions and their derivatives from imperfect measurements

DOI10.1109/TSMC.1984.6313317zbMath0566.62033MaRDI QIDQ3681738

Alexander A. Georgiev

Publication date: 1984

Published in: IEEE Transactions on Systems, Man, and Cybernetics (Search for Journal in Brave)

zbMATH Keywords

identificationoptimizationindependent observationsderivativesadditive noisespeed of convergencenearest neighbor methodestimation of functions

Mathematics Subject Classification ID

Nonparametric estimation (62G05)

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Nonparametric function recovering from noisy observations ⋮ Consistent nonparametric multiple regression: the fixed design case ⋮ Nonparametric estimation of a regression function by delta sequences

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