8 citations · 18 across the 12 of their papers we have counts for
13 papers
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…
Assessing model prediction performance for the expected cumulative number of recurrent events
Olivier Bouaziz
In a recurrent events setting, we introduce a new score designed to evaluate the prediction ability, for a given model, of the expected cumulative number of recurrent events. This…
The robusTest package: two-sample tests revisited
Sinda Ammous, Olivier Bouaziz, Anatole Dedecker +4
The R package robusTest offers corrected versions of several common tests in bivariate statistics. We point out the limitations of these tests in their classical versions, some of…
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…
Optimal transport-based machine learning to match specific patterns: application to the detection of molecular regulation patterns in omics data
Thi Thanh Yen Nguyen, Warith Harchaoui, Lucile Mégret +4
We present several algorithms designed to learn a pattern of correspondence between two data sets in situations where it is desirable to match elements that exhibit a relationship…
Regression modelling of interval censored data based on the adaptive ridge procedure
Olivier Bouaziz, Eva Lauridsen, Grégory Nuel
A new method for the analysis of time to ankylosis complication on a dataset of replanted teeth is proposed. In this context of left-censored, interval-censored and right-censored…