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
Scalable Computation of Predictive Probabilities in Probit Models with Gaussian Process Priors
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2022.2036614
Abstract: Predictive models for binary data are fundamental in various fields, and the growing complexity of modern applications has motivated several flexible specifications for modeling the relationship between the observed predictors and the binary responses. A… read more here.
Keywords: predictive probabilities; gaussian process; models gaussian; process priors ... See more keywords