Locally sparse quantile estimation for a partially functional interaction model

DOI10.1016/j.csda.2023.107782arXiv2301.03705OpenAlexW4378192670MaRDI QIDQ6170546

Qing-Zhao Zhang, Shuangge Ma, Weijuan Liang

Publication date: 13 July 2023

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2301.03705

zbMATH Keywords

quantile estimationinteraction analysislocally sparse estimationpartially functional model

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Functional linear regression analysis for longitudinal data
• Nearly unbiased variable selection under minimax concave penalty
• Functional linear regression that's interpretable
• Additive regression and other nonparametric models
• Estimation of partially linear regression models under the partial consistency property
• An RKHS model for variable selection in functional linear regression
• Analysis of regularized least squares for functional linear regression model
• Quantile regression for functional partially linear model in ultra-high dimensions
• Variable selection in functional regression models: a review
• Regularized partially functional quantile regression
• Partially functional linear regression in high dimensions
• Jackknife Empirical Likelihood Test for Equality of Two High Dimensional Means
• Structured gene‐environment interaction analysis
• A practical guide to splines.
• Partially linear additive quantile regression in ultra-high dimension