57 citations · 130 across the 11 of their papers we have counts for
3 papers · 1 filter
A Bayesian framework for case-cohort Cox regression: application to dietary epidemiology
Andrew Yiu, Robert J. B. Goudie, Stephen J. Sharp +2
The case-cohort study design bypasses resource constraints by collecting certain expensive covariates for only a small subset of the full cohort. Weighted Cox regression is the mos…
Stochastic Approximation Cut Algorithm for Inference in Modularized Bayesian Models
Yang Liu, Robert J. B. Goudie
Bayesian modelling enables us to accommodate complex forms of data and make a comprehensive inference, but the effect of partial misspecification of the model is a concern. One app…
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…