Epistemic uncertainty in Bayesian predictive probabilities.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of biopharmaceutical statistics"
DOI: 10.1080/10543406.2023.2204943
Abstract: Bayesian predictive probabilities have become a ubiquitous tool for design and monitoring of clinical trials. The typical procedure is to average predictive probabilities over the prior or posterior distributions. In this paper, we highlight the… read more here.
Keywords: predictive probabilities; epistemic uncertainty; uncertainty bayesian; bayesian predictive ... See more keywords
A Software Tool for Estimating Uncertainty of Bayesian Posterior Probability for Disease
Sign Up to like & getrecommendations! Published in 2024 at "Diagnostics"
DOI: 10.3390/diagnostics14040402
Abstract: The role of medical diagnosis is essential in patient care and healthcare. Established diagnostic practices typically rely on predetermined clinical criteria and numerical thresholds. In contrast, Bayesian inference provides an advanced framework that supports diagnosis… read more here.
Keywords: uncertainty bayesian; tool; posterior probability; software ... See more keywords