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20192021
most citedSurvival Regression with Proper Scoring Rules and Monotonic Neural Networks

6 citations · 8 across the 4 of their papers we have counts for

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stat.ME2019

A kernel log-rank test of independence for right-censored data

Tamara Fernandez, Arthur Gretton, David Rindt +1

We introduce a general non-parametric independence test between right-censored survival times and covariates, which may be multivariate. Our test statistic has a dual interpretatio…

math.ST2019

A kernel- and optimal transport- based test of independence between covariates and right-censored lifetimes

David Rindt, Dino Sejdinovic, David Steinsaltz

We propose a nonparametric test of independence, termed optHSIC, between a covariate and a right-censored lifetime. Because the presence of censoring creates a challenge in applyin…