Quantile estimation for a hybrid model of functional and varying coefficient regressions

DOI10.1016/j.jspi.2017.10.005zbMath1392.62112OpenAlexW2767336228MaRDI QIDQ1642733

Hui Ding, Jian Zhang, Ri-quan Zhang

Publication date: 15 June 2018

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

Full work available at URL: https://kar.kent.ac.uk/64230/1/vcpflqr_v3_1.pdf

zbMATH Keywords

convergence ratefunctional data analysismixed datavarying coefficientpartially functional regression

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)

Uses Software

• fda (R)

Cites Work

• Unnamed Item
• Varying coefficient partially functional linear regression models
• Functional partially linear quantile regression model
• Estimation in functional linear quantile regression
• Prediction in functional linear regression
• Methodology and convergence rates for functional linear regression
• Functional semiparametric partially linear model with autoregressive errors
• Functional linear model
• Limiting distributions for \(L_1\) regression estimators under general conditions
• Weak convergence and empirical processes. With applications to statistics
• Partial functional linear quantile regression
• Partial functional linear regression
• New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
• Functional data analysis.
• Semi-functional partial linear regression
• Partially functional linear varying coefficient model
• Weak and strong uniform consistency of kernel regression estimates
• Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
• Two‐Stage Functional Mixed Models for Evaluating the Effect of Longitudinal Covariate Profiles on a Scalar Outcome
• Quantile regression when the covariates are functions
• Functional Data Analysis for Sparse Longitudinal Data

This page was built for publication: Quantile estimation for a hybrid model of functional and varying coefficient regressions