IWSM 2017

Abstract

In this paper we aim at finding similarities among the coefficients from a multivariate regression. Using a quantile regression coefficients modeling, the effect of each covariate, given a response (also multivariate) is a curve in the multidimensional space of the percentiles. Collecting all the curves, describing the effects of each covariate on each response variable, we could be able to assess if only one or more covariates have same effects on different responses.

Date
Jul 2, 2017 — Jul 7, 2017
Location
University of Groningen
Groningen, Groningen
Gianluca Sottile
Gianluca Sottile
Research Fellow in Statistics
Doctor Europaeus

My research interests are related to the area of applied statistical learning, with particular focus on robust models.

Next
Previous