Parametric Elliptical Regression Quantiles

The article extends linear and nonlinear quantile regression to the case of vector responses by generalizing multivariate elliptical quantiles to a regression context. In particular, it introduces parametric elliptical quantile regression in a general nonlinear multivariate heteroscedastic framewor...

Full description

Bibliographic Details
Main Authors: Daniel Hlubinka, Miroslav Šiman
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2020-08-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/300