Post-Doctoral Fellows
Dr Markus Hainy
Queensland University of Technology and Johannes Kepler University (Linz, Austria)
Efficient Methods for ABC Design
Queensland University of Technology and Johannes Kepler University (Linz, Austria)
Efficient Methods for ABC Design
PhD Students
Joshua Bon (Principal Supervisor)
Queensland University of Technology
Advances in Sequential Monte Carlo Methods
Mohammad Davoudabadi (Co-supervisor)
Queensland University of Technology
Bayesian model selection and inference for field studies of soil carbon cycling
Ziwen An (Principal Supervisor)
Queensland University of Technology
Tractable Bayesian Algorithms for Intractable Bayesian Problems
Shuwen Hu (Co-supervisor)
Queensland University of Technology
Robust empirical likelihood inference for longitudinal data
Jagath Gedara (Co-supervisor)
Queensland University of Technology
Bayesian design for Copula models
Pubudu Thilan (Co-supervisor)
Queensland University of Technology
Model-Based Adaptive Monitoring: Improving the Effectiveness of Reef Monitoring Programs
Queensland University of Technology
Advances in Sequential Monte Carlo Methods
Mohammad Davoudabadi (Co-supervisor)
Queensland University of Technology
Bayesian model selection and inference for field studies of soil carbon cycling
Ziwen An (Principal Supervisor)
Queensland University of Technology
Tractable Bayesian Algorithms for Intractable Bayesian Problems
Shuwen Hu (Co-supervisor)
Queensland University of Technology
Robust empirical likelihood inference for longitudinal data
Jagath Gedara (Co-supervisor)
Queensland University of Technology
Bayesian design for Copula models
Pubudu Thilan (Co-supervisor)
Queensland University of Technology
Model-Based Adaptive Monitoring: Improving the Effectiveness of Reef Monitoring Programs
masters Students
Jacob Priddle (Principal Supervisor)
Queensland University of Technology
Hayden Moffat (Principal Supervisor)
Queensland University of Technology
Imke Botha (Principal Supervisor)
Queensland University of Technology
Pseudo-marginal methods for stochastic differential equation models with random effects
Dan Li (Principal Supervisor) -- Submitted for Examination
Queensland University of Technology
Efficient Bayesian estimation for GARCH-type models via sequential Monte Carlo
Queensland University of Technology
Hayden Moffat (Principal Supervisor)
Queensland University of Technology
Imke Botha (Principal Supervisor)
Queensland University of Technology
Pseudo-marginal methods for stochastic differential equation models with random effects
Dan Li (Principal Supervisor) -- Submitted for Examination
Queensland University of Technology
Efficient Bayesian estimation for GARCH-type models via sequential Monte Carlo
Honours Students
Mitchell O'Sullivan (Principal Supervisor)
Queensland University of Technology
Extensions to adaptive sequential Monte Carlo algorithms for approximate Bayesian computation
Queensland University of Technology
Extensions to adaptive sequential Monte Carlo algorithms for approximate Bayesian computation
Completed PhD Students
Dr Leah South (Principal Supervisor)
Queensland University of Technology
Contributions to computational Bayesian statistics (2019) [pdf]
Dr David Borg (Co-supervisor)
Queensland University of Technology
The perception of effort, training load, and exercise performance in the heat (2019) [pdf]
Dr Mahasen Dehideniya (Co-supervisor)
Queensland University of Technology
Optimal Bayesian Experimental Designs for Complex Models (2019) [pdf]
Dr Matthew Sutton (Co-supervisor)
Queensland University of Technology
Variable Selection and Dimension Reduction for Structured Large Datasets (2019) [pdf]
Dr Melanie Robertson-Dean (Co-supervisor)
Queensland University of Technology
Transformed Statistical Distributions with Applications to Financial Data and Modelling of Financial Systems (2019) [pdf]
Dr Marcela Cespedes (Co-supervisor)
Queensland University of Technology
Detection of longitudinal brain atrophy patterns consistent with progression towards Alzheimer's Disease [pdf] (2018)
Dr Pedro Higuera (Co-supervisor)
University of Queensland
A Bayesian framework for sampling the feasible kinetic behavior of metabolic reaction networks [link] (2018)
Dr Brenda Vo (Principal Supervisor)
Queensland University of Technology
Novel Likelihood-Free Bayesian Parameter Estimation Methods for Stochastic Models of Collective Cell Spreading [pdf]
Dr Elizabeth Ryan (Co-supervisor)
Queensland University of Technology
Innovative Bayesian Statistics for Enhanced Decision Making for Pharmaceutical Drug Development [pdf]
Dr James McKeone (Co-supervisor)
Queensland University of Technology
Bayesian P-splines with a multiplicative term in EMG trace data [pdf]
Queensland University of Technology
Contributions to computational Bayesian statistics (2019) [pdf]
Dr David Borg (Co-supervisor)
Queensland University of Technology
The perception of effort, training load, and exercise performance in the heat (2019) [pdf]
Dr Mahasen Dehideniya (Co-supervisor)
Queensland University of Technology
Optimal Bayesian Experimental Designs for Complex Models (2019) [pdf]
Dr Matthew Sutton (Co-supervisor)
Queensland University of Technology
Variable Selection and Dimension Reduction for Structured Large Datasets (2019) [pdf]
Dr Melanie Robertson-Dean (Co-supervisor)
Queensland University of Technology
Transformed Statistical Distributions with Applications to Financial Data and Modelling of Financial Systems (2019) [pdf]
Dr Marcela Cespedes (Co-supervisor)
Queensland University of Technology
Detection of longitudinal brain atrophy patterns consistent with progression towards Alzheimer's Disease [pdf] (2018)
Dr Pedro Higuera (Co-supervisor)
University of Queensland
A Bayesian framework for sampling the feasible kinetic behavior of metabolic reaction networks [link] (2018)
Dr Brenda Vo (Principal Supervisor)
Queensland University of Technology
Novel Likelihood-Free Bayesian Parameter Estimation Methods for Stochastic Models of Collective Cell Spreading [pdf]
Dr Elizabeth Ryan (Co-supervisor)
Queensland University of Technology
Innovative Bayesian Statistics for Enhanced Decision Making for Pharmaceutical Drug Development [pdf]
Dr James McKeone (Co-supervisor)
Queensland University of Technology
Bayesian P-splines with a multiplicative term in EMG trace data [pdf]
Completed MASTERS Students
Joshua Bon (External Supervisor)
University of Western Australia
Stochastic Nets and Bayesian Regularisation from Constraints (2018)
University of Western Australia
Stochastic Nets and Bayesian Regularisation from Constraints (2018)
Completed Honours Students
Michael Mumford (Principal Supervisor)
Queensland University of Technology
Generalised Linear Mixed Models in Agriculture - A Bayesian Approach
Roy McCutchan (Principal Supervisor)
Queensland University of Technology
SMC2 using the alive particle filter
Sarah Armatys (Principal Supervisor)
Queensland University of Technology
Predicting Performance in University Mathematics Units with Data Mining and Regression Methods
Queensland University of Technology
Generalised Linear Mixed Models in Agriculture - A Bayesian Approach
Roy McCutchan (Principal Supervisor)
Queensland University of Technology
SMC2 using the alive particle filter
Sarah Armatys (Principal Supervisor)
Queensland University of Technology
Predicting Performance in University Mathematics Units with Data Mining and Regression Methods
