35 citations · 95 across the 23 of their papers we have counts for
4 papers · 1 filter
Bayesian nonparametric models for spatially indexed data of mixed type
Georgios Papageorgiou, Sylvia Richardson, Nicky Best
We develop Bayesian nonparametric models for spatially indexed data of mixed type. Our work is motivated by challenges that occur in environmental epidemiology, where the usual pre…
Bayesian regression discontinuity designs: Incorporating clinical knowledge in the causal analysis of primary care data
Sara Geneletti, Aidan G. O'Keeffe, Linda D. Sharples +2
The regression discontinuity (RD) design is a quasi-experimental design that estimates the causal effects of a treatment by exploiting naturally occurring treatment rules. It can b…
MCMC algorithms for Bayesian variable selection in the logistic regression model for large-scale genomic applications
Manuela Zucknick, Sylvia Richardson
In large-scale genomic applications vast numbers of molecular features are scanned in order to find a small number of candidates which are linked to a particular disease or phenoty…
Exploring dependence between categorical variables: benefits and limitations of using variable selection within Bayesian clustering in relation to log-linear modelling with interaction terms
Michail Papathomas, Sylvia Richardson
This manuscript is concerned with relating two approaches that can be used to explore complex dependence structures between categorical variables, namely Bayesian partitioning of t…