8 citations · 18 across the 12 of their papers we have counts for
5 papers · 1 filter
A Comprehensive Framework for Evaluating Time to Event Predictions using the Restricted Mean Survival Time
Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz
The restricted mean survival time (RMST) is a widely used quantity in survival analysis due to its straightforward interpretation. For instance, predicting the time to event based…
Fast approximations of pseudo-observations in the context of right-censoring and interval-censoring
Olivier Bouaziz
In the context of right-censored and interval-censored data we develop asymptotic formulas to compute pseudo-observations for the survival function and the Restricted Mean Survival…
Regularized Bidimensional Estimation of the Hazard Rate
Vivien Goepp, Jean-Christophe Thalabard, Grégory Nuel +1
In epidemiological or demographic studies, with variable age at onset, a typical quantity of interest is the incidence of a disease (for example the cancer incidence). In these stu…
Semiparametric inference for the recurrent event process by means of a single-index model
Olivier Bouaziz, Ségolen Geffray, Olivier Lopez
In this paper, we introduce new parametric and semiparametric regression techniques for a recurrent event process subject to random right censoring. We develop models for the cumul…
Conditional density estimation in a censored single-index regression model
Olivier Bouaziz, Olivier Lopez
Under a single-index regression assumption, we introduce a new semiparametric procedure to estimate a conditional density of a censored response. The regression model can be seen a…