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Maximum likelihood estimation of the parameters of stochastic differential equations. The primary objective of this project is to develop efficient algorithms for estimating the parameters of stochastic differential equations (SDEs) by simulated and exact maximum likelihood. The research will draw on both parametric and non-parametric analysis in novel ways to construct estimation procedures that are computationally feasible. These methods will then be applied in the area of finance and used to ....Maximum likelihood estimation of the parameters of stochastic differential equations. The primary objective of this project is to develop efficient algorithms for estimating the parameters of stochastic differential equations (SDEs) by simulated and exact maximum likelihood. The research will draw on both parametric and non-parametric analysis in novel ways to construct estimation procedures that are computationally feasible. These methods will then be applied in the area of finance and used to estimate the parameters of stochastic-volatility models, thus contributing to knowledge in a prominent area of complex systems, namely financial risk. The execution of this collaborative project will deliver quality research training in the topical area of mathematical finance and produce high-calibre postgraduates.
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Financial Instability and Risk Management: New Statistical Treatment of the Occurrence and Persistence of Shocks in International Markets. Global economies are complex systems: their complexity is increasing due to market connectivity, borderless trading and rapid electronic transactions. This collaboration will improve understanding of market interdependence, important because of its profound macroeconomic influence on individual consumersf decisions and corporate investment. A novel combinati ....Financial Instability and Risk Management: New Statistical Treatment of the Occurrence and Persistence of Shocks in International Markets. Global economies are complex systems: their complexity is increasing due to market connectivity, borderless trading and rapid electronic transactions. This collaboration will improve understanding of market interdependence, important because of its profound macroeconomic influence on individual consumersf decisions and corporate investment. A novel combination of nonlinear time series and dynamical systems theories will be used to describe propagation and persistence of market shocks. Focusing on smart information use and innovation economies, this project will deliver publications on new practical econometric methodologies, training for early career researchers, and a strong sustainable research relationship between Australia and France.Read moreRead less
A comparison of housing wealth and the welfare behaviour of Australians and Britons. This comparison of housing wealth as a cushion against adverse life course events in Australia and the UK will improve understanding of how government interventions impede or promote homeowner ability to unlock housing equity to meet welfare needs and uncover types of events precipitating housing equity withdrawal, and the ways this helps or hinders wellbeing in subsequent years of a household's life course. Giv ....A comparison of housing wealth and the welfare behaviour of Australians and Britons. This comparison of housing wealth as a cushion against adverse life course events in Australia and the UK will improve understanding of how government interventions impede or promote homeowner ability to unlock housing equity to meet welfare needs and uncover types of events precipitating housing equity withdrawal, and the ways this helps or hinders wellbeing in subsequent years of a household's life course. Given the paucity of knowledge about consequences of housing equity withdrawal, anticipated national benefits of this research include greater appreciation of sensible and sustainable use of housing equity withdrawal and sound management of the accompanying debt. Outcomes will impact positively on the priority area, Ageing Well, Ageing Productively.Read moreRead less