Bayesian posterior mean predictions outperform conventional plug-in predictions in clinical risk models, delivering gains equivalent to larger sample sizes in limited-data settings.
Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.