21 citations · 53 across the 19 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
math.ST2015★ 5 cited
Case-Deletion Diagnostics for Quantile Regression Using the Asymmetric Laplace Distribution
Luis E. Benites, Víctor H. Lachos, Filidor E. Vilca
To make inferences about the shape of a population distribution, the widely popular mean regression model, for example, is inadequate if the distribution is not approximately Gauss…
stat.ME2015
Robust Bayesian model selection for heavy-tailed linear regression using finite mixtures
Flávio B Gonçalves, Marcos O. Prates, Victor H. Lachos
In this paper we present a novel methodology to perform Bayesian model selection in linear models with heavy-tailed distributions. We consider a finite mixture of distributions to…