Search Results for author: Vittorio Perduca

Found 3 papers, 1 papers with code

Pseudo-Observations and Super Learner for the Estimation of the Restricted Mean Survival Time

no code implementations26 Apr 2024 Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz

In the context of right-censored data, we study the problem of predicting the restricted time to event based on a set of covariates.

Prediction Intervals

Error rate control for classification rules in multiclass mixture models

no code implementations29 Sep 2021 Tristan Mary-Huard, Vittorio Perduca, Gilles Blanchard, Martin-Magniette Marie-Laure

In the context of finite mixture models one considers the problem of classifying as many observations as possible in the classes of interest while controlling the classification error rate in these same classes.

Classification Vocal Bursts Type Prediction

Causal mediation analysis in presence of multiple mediators uncausally related

1 code implementation21 Sep 2018 Allan Jerolon, Laura Baglietto, Etienne Birmele, Vittorio Perduca, Flora Alarcon

Mediation analysis aims at disentangling the effects of a treatment on an outcome through alternative causal mechanisms and has become a popular practice in biomedical and social science applications.

Methodology

Cannot find the paper you are looking for? You can Submit a new open access paper.