Partial functional linear quantile regression
From MaRDI portal
Publication:2018901
DOI10.1007/s11425-014-4819-xzbMath1308.62086OpenAlexW1974910199MaRDI QIDQ2018901
Publication date: 26 March 2015
Published in: Science China. Mathematics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11425-014-4819-x
convergence ratefunctional principal component analysisquantile estimatorpartial functional linear quantile regression
Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) Nonparametric robustness (62G35) Linear regression; mixed models (62J05)
Related Items (19)
Estimation in partially observed functional linear quantile regression ⋮ Quantile estimation for a hybrid model of functional and varying coefficient regressions ⋮ Profile Estimation for Partial Functional Partially Linear Single-Index Model ⋮ Function-on-function partial quantile regression ⋮ FUNCTION-ON-FUNCTION LINEAR QUANTILE REGRESSION ⋮ A class of functional partially linear single-index models ⋮ Sparse wavelet estimation in quantile regression with multiple functional predictors ⋮ Subgroup analysis for functional partial linear regression model ⋮ Learning rates for partially linear functional models with high dimensional scalar covariates ⋮ Functional single-index composite quantile regression ⋮ Partially functional linear quantile regression model and variable selection with censoring indicators MAR ⋮ Composite quantile estimation in partial functional linear regression model based on polynomial spline ⋮ Conditional analysis for mixed covariates, with application to feed intake of lactating sows ⋮ Quantile regression for functional partially linear model in ultra-high dimensions ⋮ M-estimation for functional linear regression ⋮ Estimation for functional linear semiparametric model ⋮ Composite quantile estimation in partial functional linear regression model with dependent errors ⋮ Estimation for partial functional partially linear additive model ⋮ Statistical inference in the partial functional linear expectile regression model
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Functional linear regression analysis for longitudinal data
- On prediction rate in partial functional linear regression
- Estimation in functional linear quantile regression
- Conditional growth charts. (With discussion and rejoinder)
- Prediction in functional linear regression
- Methodology and convergence rates for functional linear regression
- Smoothing splines estimators for functional linear regression
- Modeling and prediction of children's growth data via functional principal component analysis
- Quantile regression in partially linear varying coefficient models
- Applied functional data analysis. Methods and case studies
- Functional linear model
- Weak convergence and empirical processes. With applications to statistics
- Robust estimation in inverse problems via quantile coupling
- Partial functional linear regression
- New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
- Robust estimation for partially linear models with large-dimensional covariates
- On rates of convergence in functional linear regression
- Functional data analysis.
- Functional Generalized Linear Models with Images as Predictors
- Local ill-posedness and source conditions of operator equations in Hilbert spaces
- EFFICIENT SEMIPARAMETRIC ESTIMATION OF A PARTIALLY LINEAR QUANTILE REGRESSION MODEL
- Goodness of Fit and Related Inference Processes for Quantile Regression
- Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
- Nonparametric Quantile Estimations for Dynamic Smooth Coefficient Models
- Two‐Stage Functional Mixed Models for Evaluating the Effect of Longitudinal Covariate Profiles on a Scalar Outcome
- Quantile regression when the covariates are functions
This page was built for publication: Partial functional linear quantile regression
