Statistical inference in the partial linear models with the double smoothing local linear regression method

DOI10.1016/j.jspi.2013.10.004zbMath1408.62071OpenAlexW2008746596MaRDI QIDQ393595

Guoxin Zuo, Wan Tang, Hua He

Publication date: 23 January 2014

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jspi.2013.10.004

zbMATH Keywords

local linear regressionpartial linear modeldifference-based estimationdouble smoothing

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Linear regression; mixed models (62J05)

Related Items (5)

Optimal difference-based estimation for partially linear models ⋮ Statistical inference on restricted partial linear regression models with partial distortion measurement errors ⋮ Double smoothing local linear estimation in nonlinear time series ⋮ Penalized empirical likelihood for partially linear errors-in-variables models ⋮ Penalised empirical likelihood for semiparametric varying-coefficient partially linear errors-in-variables models

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• Asymptotically optimal difference-based estimation of variance in nonparametric regression
• Root-N-Consistent Semiparametric Regression

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