6 citations · 8 across the 4 of their papers we have counts for
4 papers
Survival Regression with Proper Scoring Rules and Monotonic Neural Networks
David Rindt, Robert Hu, David Steinsaltz +1
We consider frequently used scoring rules for right-censored survival regression models such as time-dependent concordance, survival-CRPS, integrated Brier score and integrated bin…
Consistency of permutation tests for HSIC and dHSIC
David Rindt, Dino Sejdinovic, David Steinsaltz
The Hilbert--Schmidt Independence Criterion (HSIC) is a popular measure of the dependency between two random variables. The statistic dHSIC is an extension of HSIC that can be used…
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…
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…