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The Cox-Pólya-Gamma algorithm for flexible Bayesian inference of multilevel survival models

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Bayesian Cox semiparametric regression is an important problem in many clinical settings. The elliptical information geometry of Cox models is underutilized in Bayesian inference but can effectively bridge survival analysis and hierarchical Gaussian models. Su... ...