CoxPH-SuSiE adds credible sets and calibrated posterior inclusion probabilities to Bayesian variable selection for censored time-to-event outcomes, demonstrated in genetic fine-mapping simulations and UK Biobank asthma data.
Latouche , Aurelien A
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Bayesian variable selection in a Cox proportional hazards model with the "Sum of Single Effects" prior
CoxPH-SuSiE adds credible sets and calibrated posterior inclusion probabilities to Bayesian variable selection for censored time-to-event outcomes, demonstrated in genetic fine-mapping simulations and UK Biobank asthma data.