Search Results for author: Kevin Elgui

Found 2 papers, 0 papers with code

A Statistical Learning Take on the Concordance Index for Survival Analysis

no code implementations23 Feb 2023 Alex Nowak-Vila, Kevin Elgui, Genevieve Robin

The introduction of machine learning (ML) techniques to the field of survival analysis has increased the flexibility of modeling approaches, and ML based models have become state-of-the-art.

Survival Analysis

Conditional independence testing via weighted partial copulas and nearest neighbors

no code implementations23 Jun 2020 Pascal Bianchi, Kevin Elgui, François Portier

This paper introduces the \textit{weighted partial copula} function for testing conditional independence.

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