3 papers
stat.ME2026
Bayesian Inference for Non-Conjugate Distance Dependent Chinese Restaurant Process Models
Joseph Marsh, Theodore Kypraios, Rowland G. Seymour
The distance dependent Chinese Restaurant Process (ddCRP) provides a flexible prior distribution for clustering observations, incorporating covariate information through pairwise d…
stat.ME2026
A Reduced Basis Decomposition Approach to Efficient Data Collection in Pairwise Comparison Studies
Jiahua Jiang, Joseph Marsh, Rowland G Seymour
Comparative judgement studies elicit quality assessments through pairwise comparisons, typically analysed using the Bradley-Terry model. A challenge in these studies is experimenta…
stat.AP2026
Neural Methods for Multiple Systems Estimation Models
Joseph Marsh, Nathan A. Judd, Lax Chan +1
Estimating the size of hidden populations using Multiple Systems Estimation (MSE) is a critical task in quantitative sociology; however, practical application is often hindered by…