A multivariate Polya tree model for meta-analysis with event-time distributions.
Poli Giovanni, Fountzilas Elena, Tsimeridou Apostolia-Maria, +1 more·Biometrics
We develop a nonparametric Bayesian prior for a family of random probability measures by extending the Polya tree ($\mbox{PT}$) prior to a joint prior for a set of probability measures $G_1,\dots ,G_n$, suitable for meta-analysis with event-time outcomes. In the application to meta-analysis, $G_i$ is the event-time dis…