Variable selection in partially linear additive models for modal regression

DOI10.1080/03610918.2016.1171346zbMath1380.62196OpenAlexW2407823423MaRDI QIDQ4593888

Chaohui Guo, Jing Lv, Hu Yang

Publication date: 15 November 2017

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2016.1171346

zbMATH Keywords

B-splinerobust estimationmodal regressionoracle propertypartially linear additive models

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10)

Related Items (4)

A sure independence screening procedure for ultra-high dimensional partially linear additive models ⋮ Variable selection for semiparametric varying coefficient partially linear model based on modal regression with missing data ⋮ Additive monotone regression in high and lower dimensions ⋮ Variable selection in partially linear additive hazards model with grouped covariates and a diverging number of parameters

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