Semiparametric estimation of additive quantile regression models by two-fold penalty

In this article, we propose a model selection and semiparametric estimation method for additive models in the context of quantile regression problems. In particular, we are interested in finding nonzero components as well as linear components in the conditional quantile function. Our approach is bas...

Full description

Bibliographic Details
Main Author: Lian, Heng
Other Authors: School of Physical and Mathematical Sciences
Format: Journal Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/105477
http://hdl.handle.net/10220/17501
http://dx.doi.org/10.1080/07350015.2012.693851