Bayesian posterior mean predictions outperform conventional plug-in predictions in clinical risk models, delivering gains equivalent to larger sample sizes in limited-data settings.
Steyerberg, Gerard J
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Progression to the mean: A comparison of Bayesian clinical prediction models outputting the posterior mean versus conventional plug-in predictions
Bayesian posterior mean predictions outperform conventional plug-in predictions in clinical risk models, delivering gains equivalent to larger sample sizes in limited-data settings.