Robust estimation and model identification for longitudinal data varying-coefficient model

DOI10.1080/03610926.2017.1342835OpenAlexW2726331739MaRDI QIDQ5160206

Shu Liu, Heng Lian

Publication date: 28 October 2021

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2017.1342835

zbMATH Keywords

longitudinal dataB-splinerobust estimationoracle propertyvarying coefficient

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35)

Related Items (1)

Unified variable selection for varying coefficient models with longitudinal data

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Nearly unbiased variable selection under minimax concave penalty
• The Adaptive Lasso and Its Oracle Properties
• Efficient estimation of a semiparametric partially linear varying coefficient model
• Bivariate tensor-product \(B\)-splines in a partly linear model
• Covariate adjusted functional principal components analysis for longitudinal data
• Functional single index models for longitudinal data
• Partially Linear Structure Selection in Cox Models with Varying Coefficients
• Time-Varying Additive Models for Longitudinal Data
• Identification of Partially Linear Structure in Additive Models with an Application to Gene Expression Prediction from Sequences
• M-estimation and B-spline approximation for varying coefficient models with longitudinal data
• Semiparametric Stochastic Mixed Models for Longitudinal Data
• Estimation in a semiparametric model for longitudinal data with unspecified dependence structure
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• A practical guide to splines.

This page was built for publication: Robust estimation and model identification for longitudinal data varying-coefficient model