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

We introduce a general nonparametric independence test between right-censored survival times and covariates, which may be multivariate. Our test statistic has a dual interpretation, first in terms of the supremum of a potentially infinite collection of weight-indexed log-rank tests, with weight func...

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Bibliographic Details
Main Authors: Fernández, T, Gretton, A, Rindt, D, Sejdinovic, D
Format: Journal article
Language:English
Published: Taylor and Francis 2021