Partial functional linear quantile regression

DOI10.1007/s11425-014-4819-xzbMath1308.62086OpenAlexW1974910199MaRDI QIDQ2018901

Qingguo Tang, Longsheng Cheng

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

zbMATH Keywords

convergence ratefunctional principal component analysisquantile estimatorpartial functional linear quantile regression

Mathematics Subject Classification ID

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

• fda (R)

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