Multivariate survival analysis in big data: A divide-and-combine approach.
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DOI: 10.1111/biom.13469
Abstract: Multivariate failure time data are frequently analyzed using the marginal proportional hazards models and the frailty models. When the sample size is extraordinarily large, using either approach could face computational challenges. In this paper, we… read more here.
Keywords: combine approach; multivariate survival; divide combine; full data ... See more keywords