About me

Research Fellow in sequential Monte Carlo methods at Queensland University of Technology.

My main areas of interest are:

  • Bayesian computation
  • hierarchical models
  • regularisation
  • constrained models

Current projects

  • Monte Carlo twisted particle filters arXiv
  • Calibrating surrogates models for intractable Bayesian posteriors
  • Particle filters for binary state spaces
  • BART for causal treatment effect models in social science (and R package) with S Kalucza and M O’Flaherty

Selected Journal articles

See Publications for more details.