Asymptotic Distribution for Regression in A Symmetric Periodic Gaussian Kernel Hilbert Space

DOI10.5705/SS.202016.0440zbMath1427.62035OpenAlexW2777382789MaRDI QIDQ5226619

Yingcun Xia, Xianli Zeng

Publication date: 1 August 2019

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

Full work available at URL: https://doi.org/10.5705/ss.202016.0440

zbMATH Keywords

Sobolev spaceasymptotic normalitynonparametric estimationestimation efficiencyGaussian reproducing kernel

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Asymptotic distribution theory in statistics (62E20) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

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