Simultaneous estimation of multiple conditional regression quantiles

DOI10.1007/s10255-020-0932-5zbMath1444.62056OpenAlexW3015760647MaRDI QIDQ1987595

Yanyan Li

Publication date: 15 April 2020

Published in: Acta Mathematicae Applicatae Sinica. English Series (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10255-020-0932-5

zbMATH Keywords

tensor productB-splinesimultaneous estimationconditional regression quantiles

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Numerical computation using splines (65D07) Applications of statistics to biology and medical sciences; meta analysis (62P10) General nonlinear regression (62J02)

Uses Software

• COBS

Cites Work

• Regularized simultaneous model selection in multiple quantiles regression
• Semiparametric quantile modelling of hierarchical data
• Quantile splines with several covariates
• Simultaneous estimation of quantile curves using quantile sheets
• Variable selection in high-dimensional partially linear additive models for composite quantile regression
• COBS: qualitatively constrained smoothing via linear programming
• Simultaneous linear quantile regression: a semiparametric Bayesian approach
• Simultaneous multiple non-crossing quantile regression estimation using kernel constraints
• Local Linear Quantile Regression
• Regression Quantiles
• Bivariate Quantile Smoothing Splines
• Quantile smoothing splines
• An Iterative Technique for Absolute Deviations Curve Fitting
• Quantile Regression in Reproducing Kernel Hilbert Spaces
• Functional data analysis of generalized regression quantiles

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