10 citations · 11 across the 2 of their papers we have counts for
4 papers
Nonparametric instrumental regression with right censored duration outcomes
Jad Beyhum, Jean-Pierre FLorens, Ingrid Van Keilegom
This paper analyzes the effect of a discrete treatment Z on a duration T. The treatment is not randomly assigned. The confounding issue is treated using a discrete instrumental var…
Specification testing in semi-parametric transformation models
Nick Kloodt, Natalie Neumeyer, Ingrid Van Keilegom
In transformation regression models the response is transformed before fitting a regression model to covariates and transformed response. We assume such a model where the errors ar…
Wild Residual Bootstrap Inference for Penalized Quantile Regression with Heteroscedastic Errors
Lan Wang, Ingrid Van Keilegrom, Adam Maidman
We consider a heteroscedastic regression model in which some of the regression coefficients are zero but it is not known which ones. Penalized quantile regression is a useful appro…
An Adapted Loss Function for Censored Quantile Regression
Mickaël De Backer, Anouar El Ghouch, Ingrid Van Keilegom
In this paper, we study a novel approach for the estimation of quantiles when facing potential right censoring of the responses. Contrary to the existing literature on the subject,…