Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of ....Investment Approaches and Applications in Financial Markets: Evolutionary Kernel Based Subset Time-Series Using Semi-Parametric Approaches. The project will develop new investment assessments based on subset time-series modeling. Innovative evolutionary kernel smoothing algorithms using semi-parametric approaches will be introduced. The project will make three important applications of this modeling in financial markets: a) benchmarking and evaluation of inflation-indexed bonds; b) evaluation of the performance of global diversified investment funds; and c) prediction to provide early warning of the emergence of destabilising deflation or inflation. These three applications will lead to improved risk management practices and investment performance. Recursive algorithms will provide new statistical methods to study investment asset price movements and market volatility.
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Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in th ....Investment approaches and opportunities in renewable energy and financial resource markets, using semi-parametric approaches to evolutionary subset time-series lattice-ladder modelling. The project findings will help Australian exporters and importers understand and manage energy and resource price risks more effectively. The investment community will benefit through selecting optimal asset allocations and enhancing value to investors. It will also benefit many other agencies, particularly in the service industries. It is not well recognised that in developed countries, including Australia, the financial service and related sectors account for more than 60 percent of economic activity and employment, so it is critical that more sophisticated statistical methods be established, and practical applications conducted, in order to advance the understanding of complexity management in the financial service and related sectors.Read moreRead less
The improvement of investment approaches by developing and applying bootstrap methods to innovative evolutionary kernel-based subset time-series modelling. With over $1 trillion of investors' monies in the hands of fund managers, the importance of efficient investment decisions across all industry sectors is self evident. Even if the modest target of systematically improving decision making by 1 or 2 % is set, the aggregate economic benefit achieved, given the compounding effects will be enormou ....The improvement of investment approaches by developing and applying bootstrap methods to innovative evolutionary kernel-based subset time-series modelling. With over $1 trillion of investors' monies in the hands of fund managers, the importance of efficient investment decisions across all industry sectors is self evident. Even if the modest target of systematically improving decision making by 1 or 2 % is set, the aggregate economic benefit achieved, given the compounding effects will be enormous. Any developed or developing country will profit from such advanced decision-making approaches. Therefore it is critical that more sophisticated statistical methods be established, and practical applications conducted, in order to advance the understanding of complexity management in the financial investment and other relevant sectors.Read moreRead less
An Advanced Numerical Technique for Stability Analysis of Mining Excavations in Jointed/Faulted Rock Masses under High Stresses. The aim of this project is to develop a sophisticated mathematical model and computational technique for the stability analysis of mining excavations in jointed/faulted rock masses. The development involves a novel solution method based on current work in finite element method, boundary element method and large-scale optimisation with partial differential equation cons ....An Advanced Numerical Technique for Stability Analysis of Mining Excavations in Jointed/Faulted Rock Masses under High Stresses. The aim of this project is to develop a sophisticated mathematical model and computational technique for the stability analysis of mining excavations in jointed/faulted rock masses. The development involves a novel solution method based on current work in finite element method, boundary element method and large-scale optimisation with partial differential equation constraints. The work is extremely important to the mining industry in Australia, as the outcomes of the project will provide engineers with an innovative simulation technique to optimise mine design and to predict and control rock failure so as to reduce personnel injuries and death toll in mine sites.Read moreRead less
A Robust Optimization Technique for Identifying Geomechanical Parameters Using In-situ Measurements. The aim of this project is to develop a robust optimisation technique for identifying geomechanical parameters for subsequent stability analysis of rock structures in particular open pits. The development involves a novel solution method based on current work in finite element method and large-scale optimisation with partial differential equation constraints. The outcomes of the project will prov ....A Robust Optimization Technique for Identifying Geomechanical Parameters Using In-situ Measurements. The aim of this project is to develop a robust optimisation technique for identifying geomechanical parameters for subsequent stability analysis of rock structures in particular open pits. The development involves a novel solution method based on current work in finite element method and large-scale optimisation with partial differential equation constraints. The outcomes of the project will provide a sophisticated numerical technique for geotechnical engineers/scientists to determine geomechanical parameters accurately from in-situ observation and displacement measurements, leading to the optimal design of rock structures in subsequent analysis.Read moreRead less
Computer simulation techniques to reduce the incidence of femoral fracture after hip replacement surgery. Australia's ageing population is driving an increase of 5% to 10% a year in the number of primary total hip replacements. We will move beyond conventional surgical techniques, to deliver the science for an accurate, reliable computer-based system that is significantly more accurate and reliable. Optimising implant selection criteria to better match patients' activity levels and bone physiolo ....Computer simulation techniques to reduce the incidence of femoral fracture after hip replacement surgery. Australia's ageing population is driving an increase of 5% to 10% a year in the number of primary total hip replacements. We will move beyond conventional surgical techniques, to deliver the science for an accurate, reliable computer-based system that is significantly more accurate and reliable. Optimising implant selection criteria to better match patients' activity levels and bone physiology and minimise revision rates; this has major implications for the national health budget and patients' quality of life. Our advances will allow the implementation of improved surgical techniques that minimise the risk of implant related bone failure.Read moreRead less
The Architecture of Academic Research. In pursuit of increased and more innovative research there has been substantial expenditure in the construction of research environments yet little independent evaluation of their impact. The results of this project are crucial in determining future best practice in the design and operation of research environments. It will support the Australian design industry to achieve better outcomes in tertiary facilities here and abroad. More broadly, the architectur ....The Architecture of Academic Research. In pursuit of increased and more innovative research there has been substantial expenditure in the construction of research environments yet little independent evaluation of their impact. The results of this project are crucial in determining future best practice in the design and operation of research environments. It will support the Australian design industry to achieve better outcomes in tertiary facilities here and abroad. More broadly, the architectural profession and university sectors will gain critical insights into each other's working methods and needs. Ultimately, this project will help to improve the effectiveness of research in Australian universities. Read moreRead less
Analysis of the financial circumstances of local governments, to assess viability, and improve planning, resource allocation and accountability. The project aims to (a) develop a framework for improved reporting by local government, through a critical analysis of AAS 27 and extant legislative guidelines; (b) assess the financial viability of existing local government units; (c) identify units which may be candidates for amalgamation. Outcomes will include (i) proposals to enhance NSW's pioneer ....Analysis of the financial circumstances of local governments, to assess viability, and improve planning, resource allocation and accountability. The project aims to (a) develop a framework for improved reporting by local government, through a critical analysis of AAS 27 and extant legislative guidelines; (b) assess the financial viability of existing local government units; (c) identify units which may be candidates for amalgamation. Outcomes will include (i) proposals to enhance NSW's pioneering provisions for infrastructure reporting, contained in the NSW Local Government Act 1993 and accompanying guidelines; (ii) a pioneering assessment of the financial circumstances of local government units, having regard to the projected costs of upgrading legacy infrastructure; (iii) development of a framework for assessing future funding needs. Read moreRead less
Governance for Environmental Sustainability: The Case of Public- Private Partnerships. The research will add to our knowledge of the structures, policies and processes required to control and coordinate partnerships formed to enable environmental sustainability whilst promoting creative problem solving and business profitability. Outcomes will advise Australian policy makers on design, development and implementation of the next generation of collaborative partnerships for sustainability between ....Governance for Environmental Sustainability: The Case of Public- Private Partnerships. The research will add to our knowledge of the structures, policies and processes required to control and coordinate partnerships formed to enable environmental sustainability whilst promoting creative problem solving and business profitability. Outcomes will advise Australian policy makers on design, development and implementation of the next generation of collaborative partnerships for sustainability between government and business. With such interorganisational partnerships becoming ever more prevalent and complex, the study will provide invaluable information that will help facilitate the long-term success of Australian businesses and promote Australia's economic development without compromising its environmental sustainabilityRead moreRead less
Natural Hazard Vulnerability: A study of risk, vulnerability, behaviour, attitudes and perceptions of warnings. This project builds on original research into community vulnerability, awareness and preparedness for natural hazards. During the second half of the United Nations International Decade for Natural Disaster Reduction, the trend in emergency management and disaster mitigation research has been towards the social and community impacts of natural disasters. The aim of the project is to exa ....Natural Hazard Vulnerability: A study of risk, vulnerability, behaviour, attitudes and perceptions of warnings. This project builds on original research into community vulnerability, awareness and preparedness for natural hazards. During the second half of the United Nations International Decade for Natural Disaster Reduction, the trend in emergency management and disaster mitigation research has been towards the social and community impacts of natural disasters. The aim of the project is to examine risk perception amongst hazard vulnerable communities. The expected outcomes include an improved awareness campaign and a better understanding of the ways in which warnings and forecasts are filtered and distorted by the public.Read moreRead less