I have a general and broad interest in Bayesian computations, from both a methodological and an applied perspective. From a methodological perspective, I am interested in posterior simulation methods, such as Markov chain Monte Carlo, Sequential Monte Carlo, particle Markov chain Monte Carlo, Variational approximations, and Approximate Bayesian computation methods. From an applied perspective, I use Bayesian computational methods to solve real-world problems in many areas, such as economic inequality and poverty measurement, health, cognitive psychology, finance, economics, and environmental studies.
Year | Title |
---|---|
2021 - 2024 | Awarded by: Funding Scheme: Industrial Transformation Research Hubs |
2021 | Funding Scheme: ACMES Sprint Scheme |
2021 | Awarded by: Funding Scheme: Discovery Projects |
Degree | Research Title | Advisee | |
---|---|---|---|
Doctor of Philosophy (Integrated) | Spatial statistical inference from a decision-theoretic viewpoint with application to non-Gaussian environmental data | Pearse, Alan | |
Doctor of Philosophy | Pricing American options under regime-switching model | Zheng, Yawen | |
Doctor of Philosophy | Modeling Climate Change Impacts on Crude Oil Prices | Hemasiri Nawarathna, Anjana Wijayawardhana |
39C Northfields Avenue
Wollongong
NSW
2522
Australia
I have a general and broad interest in Bayesian computations, from both a methodological and an applied perspective. From a methodological perspective, I am interested in posterior simulation methods, such as Markov chain Monte Carlo, Sequential Monte Carlo, particle Markov chain Monte Carlo, Variational approximations, and Approximate Bayesian computation methods. From an applied perspective, I use Bayesian computational methods to solve real-world problems in many areas, such as economic inequality and poverty measurement, health, cognitive psychology, finance, economics, and environmental studies.
Year | Title |
---|---|
2021 - 2024 | Awarded by: Funding Scheme: Industrial Transformation Research Hubs |
2021 | Funding Scheme: ACMES Sprint Scheme |
2021 | Awarded by: Funding Scheme: Discovery Projects |
Degree | Research Title | Advisee | |
---|---|---|---|
Doctor of Philosophy (Integrated) | Spatial statistical inference from a decision-theoretic viewpoint with application to non-Gaussian environmental data | Pearse, Alan | |
Doctor of Philosophy | Pricing American options under regime-switching model | Zheng, Yawen | |
Doctor of Philosophy | Modeling Climate Change Impacts on Crude Oil Prices | Hemasiri Nawarathna, Anjana Wijayawardhana |
39C Northfields Avenue
Wollongong
NSW
2522
Australia