Variational Bayes for high-dimensional proportional hazards models with applications within gene expression

Michael Komodromos, Eric Aboagye, Marina Evangelou +2

Few Bayesian methods for analyzing high-dimensional sparse survival data provide scalable variable selection, effect estimation and uncertainty quantification. Such methods often e…