4 citations · 8 across the 2 of their papers we have counts for
3 papers
stat.ME2023★ 4 cited
Translating predictive distributions into informative priors
Andrew A. Manderson, Robert J. B. Goudie
When complex Bayesian models exhibit implausible behaviour, one solution is to assemble available information into an informative prior. Challenges arise as prior information is of…
stat.ME2021★ 4 cited
Combining chains of Bayesian models with Markov melding
Andrew A. Manderson, Robert J. B. Goudie
A challenge for practitioners of Bayesian inference is specifying a model that incorporates multiple relevant, heterogeneous data sets. It may be easier to instead specify distinct…
stat.ME2020
A numerically stable algorithm for integrating Bayesian models using Markov melding
Andrew A. Manderson, Robert J. B. Goudie
When statistical analyses consider multiple data sources, Markov melding provides a method for combining the source-specific Bayesian models. Markov melding joins together submodel…