Robust variable selection in modal varying-coefficient models with longitudinal

DOI10.1080/00949655.2014.949716zbMath1457.62123OpenAlexW2011779869MaRDI QIDQ5222265

Chaohui Guo, Hu Yang, Jing Lv

Publication date: 1 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2014.949716

zbMATH Keywords

longitudinal datarobust estimationmodal regressionadaptive Lassovarying-coefficient models

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Asymptotic properties of nonparametric inference (62G20)

Related Items (3)

Variable selection for semiparametric varying coefficient partially linear model based on modal regression with missing data ⋮ Unified variable selection for varying coefficient models with longitudinal data ⋮ Robust estimation via modified Cholesky decomposition for modal partially nonlinear models with longitudinal data

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