15 citations · 15 across the 3 of their papers we have counts for
3 papers
Motor Insurance Accidental Damage Claims Modeling with Factor Collapsing and Bayesian Model Averaging
Sen Hu, Adrian O'Hagan, Thomas Brendan Murphy
Accidental damage is a typical component of motor insurance claim. Modeling of this nature generally involves analysis of past claim history and different characteristics of the in…
Bayesian model averaging in model-based clustering and density estimation
Niamh Russell, Thomas Brendan Murphy, Adrian E Raftery
We propose Bayesian model averaging (BMA) as a method for postprocessing the results of model-based clustering. Given a number of competing models, appropriate model summaries are…
Mixture of Latent Trait Analyzers for Model-Based Clustering of Categorical Data
Isabella Gollini, Thomas Brendan Murphy
Model-based clustering methods for continuous data are well established and commonly used in a wide range of applications. However, model-based clustering methods for categorical d…