Joseph E. Lucas

Efficient model-based clustering with coalescents: Application to multiple outcomes using medical records data

2016 · arXiv (Cornell University)

We present a sequential Monte Carlo sampler for coalescent based Bayesian hierarchical clustering. The model is appropriate for multivariate non-\iid data and our approach offers a substantial reduction in computational cost when compared to the …