Partially linear modeling of conditional quantiles using penalized splines
type: Item
instance of: scholarly article
title: Partially linear modeling of conditional quantiles using penalized splines
zbMATH Open document ID: 1506.62192
author: Chaojiang Wu
author: Yan Yu
published in: Computational Statistics and Data Analysis
publication date: 2018-11-23T00:00:00Z
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62G20
zbMATH DE Number: 6984019
zbMATH Keywords: additive model
zbMATH Keywords: dimension reduction
zbMATH Keywords: P-splines
zbMATH Keywords: single-index model
zbMATH Keywords: semiparametric model
zbMATH Keywords: smoothing parameter
describes a project that uses: SemiPar
describes a project that uses: fda (R)
MaRDI profile type: Publication
full work available at URL: j.csda.2014.02.020
OpenAlex ID: W2083565404
cites work: Semi-functional partial linear regression
cites work: Nonparametric time series prediction: A semi-functional partial linear modeling
cites work: Testing linearity in semi-parametric functional data analysis
cites work: Generalized Partially Linear Single-Index Models
cites work: Global nonparametric estimation of conditional quantile functions and their derivatives
cites work: Nonparametric estimates of regression quantiles and their local Bahadur representation
cites work: On average derivative quantile regression
cites work: Single and multiple index functional regression models with nonparametric link
cites work: SEMIPARAMETRIC ESTIMATION OF A PARTIALLY LINEAR CENSORED REGRESSION MODEL
cites work: Conditional Quantile Analysis When Covariates are Functions, with Application to Growth Data
cites work: Functional semiparametric partially linear model with autoregressive errors
cites work: On Additive Conditional Quantiles With High-Dimensional Covariates
cites work: Nonparametric functional data analysis. Theory and practice.
cites work: Bootstrap confidence bands and partial linear quantile regression
cites work: Q3998409
cites work: Q4947007
cites work: Bivariate Quantile Smoothing Splines
cites work: Nonparametric Estimation of an Additive Quantile Regression Model
cites work: Inference for functional data with applications
cites work: Estimation in functional linear quantile regression
cites work: Q3413299
cites work: Regression Quantiles
cites work: Quantile smoothing splines
cites work: A single-index quantile regression model and its estimation
cites work: EFFICIENT SEMIPARAMETRIC ESTIMATION OF A PARTIALLY LINEAR QUANTILE REGRESSION MODEL
cites work: Quantile Regression in Reproducing Kernel Hilbert Spaces
cites work: A Nonparametric Regression Approach to Syringe Grading for Quality Improvement
cites work: The consistency of nonlinear regression minimizing the \(L_ 1-\)norm
cites work: Censored regression quantiles
cites work: Functional data analysis.
cites work: Semiparametric Regression
cites work: Single-index quantile regression
cites work: Local Linear Additive Quantile Regression
cites work: Penalized Spline Estimation for Partially Linear Single-Index Models
cites work: GACV for quantile smoothing splines
cites work: Q3145536
DOI: 10.1016/J.CSDA.2014.02.020
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description: scientific article; zbMATH DE number 6984019