Nonparametric multiple function fitting

DOI10.1016/0167-7152(90)90074-HzbMath0703.62054OpenAlexW1974336871MaRDI QIDQ916266

Alexander A. Georgiev

Publication date: 1990

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0167-7152(90)90074-h

zbMATH Keywords

consistencylaw of large numberscentral limit theoremnonparametric regressionLebesgue measuremultivariate regression modeldiscontinuous kernelskernel functionsAsymptotic normalityglobal resultsd-dimensional unit cubekernels with unbounded supportPriestley-Chao multiple estimate

Mathematics Subject Classification ID

Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20) Strong limit theorems (60F15)

Related Items (4)

Confidence intervals for nonparametric regression functions with missing data: multiple design case ⋮ Towards Insensitivity of Nadaraya--Watson Estimators to Design Correlation ⋮ Universal kernel-type estimation of random fields ⋮ Goodness of fit in nonparametric regression modelling

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• Nonparametric least squares estimation of a regression function
• Complete Convergence and the Law of Large Numbers
• Nonparametric estimation of a regression function

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