A note on the use of \(V\) and \(U\) statistics in nonparametric models of regression

DOI10.1007/S10463-006-0034-ZzbMath1095.62047OpenAlexW2128352429MaRDI QIDQ2502147

Carlos Martins-Filho, Feng Yao

Publication date: 12 September 2006

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-006-0034-z

zbMATH Keywords

local linear estimation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)

Related Items (6)

Estimation of a partially linear seemingly unrelated regressions model: application to a translog cost system ⋮ A nonparametric \(R^2\) test for the presence of relevant variables ⋮ Nonparametric inferences for kurtosis and conditional kurtosis ⋮ Guided Censored Regression ⋮ An Asymptotic Characterization of Finite Degree U-statistics With Sample Size-Dependent Kernels: Applications to Nonparametric Estimators and Test Statistics ⋮ High-Order Conditional Quantile Estimation Based on Nonparametric Models of Regression

Cites Work

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• Design-adaptive Nonparametric Regression
• Efficient estimation of conditional variance functions in stochastic regression
• Semiparametric Estimation of Index Coefficients
• Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms
• A Class of Statistics with Asymptotically Normal Distribution

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