Nonlinear spatial and spatiotemporal econometrics: theory with applications. Modern societies like Australia have major challenges in the forecasting, measuring and managing of risks associated with global economic and environmental/climate changes. These tasks require advanced econometric techniques in modelling and forecasting of complex nonlinear spatiotemporal variability in economic and social systems. This project will develop frontier econometric technologies that enable more accurate eco ....Nonlinear spatial and spatiotemporal econometrics: theory with applications. Modern societies like Australia have major challenges in the forecasting, measuring and managing of risks associated with global economic and environmental/climate changes. These tasks require advanced econometric techniques in modelling and forecasting of complex nonlinear spatiotemporal variability in economic and social systems. This project will develop frontier econometric technologies that enable more accurate economic and climate forecasts. The tools produced will provide Australia's scientists and policy-makers with a greater capacity to manage the risks associated with these challenges. A side-benefit of the research will be high-quality publications that enhance the nation's reputation in this cutting edge research.Read moreRead less
Private Health Insurance and Utilisation of Health Care in Australia. The breakdown of activity between the Australian public and private health sectors is currently subject to considerable scrutiny. The combination of a comprehensive public system with minimal co-payments, but considerable waiting times for some treatment, and a private system with minimal waiting but sizeable co-payments has interesting economic implications for both consumer and provider behaviour. This research project will ....Private Health Insurance and Utilisation of Health Care in Australia. The breakdown of activity between the Australian public and private health sectors is currently subject to considerable scrutiny. The combination of a comprehensive public system with minimal co-payments, but considerable waiting times for some treatment, and a private system with minimal waiting but sizeable co-payments has interesting economic implications for both consumer and provider behaviour. This research project will explore the relationship between insurance status and utilisation of health care in Australia. Because insurance reduces the out-of-pocket price for consumers, they tend to purchase more care than they would without insurance.Read moreRead less
Designing Better Landowner Contracts to Protect Australia's Environment. There will be two main benefits from this project. First a reduction in the cost of protecting the environment and second, a greater awareness amongst regulators of the determinants of compliance costs and their variability amongst landowners. By making environmental contracts more efficient, this project will contribute towards making Australian agriculture more sustainable in terms of protecting biodiversity, conserving ....Designing Better Landowner Contracts to Protect Australia's Environment. There will be two main benefits from this project. First a reduction in the cost of protecting the environment and second, a greater awareness amongst regulators of the determinants of compliance costs and their variability amongst landowners. By making environmental contracts more efficient, this project will contribute towards making Australian agriculture more sustainable in terms of protecting biodiversity, conserving water and reducing the rate of soil loss.Read moreRead less
The econometrics of gravity models of trade: a re-assessment. This research will lead a much greater understanding of the empirical determinants of trade flows between countries. This project will apply cutting-edge data econometric techniques to the popular Gravity model of international trade flows. These more appropriate techniques will shed more light on some previous puzzling findings, such that regional trade agreements had little, or no, affect on trade.
Ageing in a developing country and its effects on intra-household resource allocation. Indonesia, our largest neighbour and our third largest recipient of AID, is among the fastest-growing elderly populations in Southeast Asia. Ongoing cultural and economic change means that the traditional reliance of elderly on family support is breaking down leaving the country's social fabric vulnerable. Understanding the linkages between ageing, ill-health and the labour market responses at the household le ....Ageing in a developing country and its effects on intra-household resource allocation. Indonesia, our largest neighbour and our third largest recipient of AID, is among the fastest-growing elderly populations in Southeast Asia. Ongoing cultural and economic change means that the traditional reliance of elderly on family support is breaking down leaving the country's social fabric vulnerable. Understanding the linkages between ageing, ill-health and the labour market responses at the household level is the path to effectively intervene in the link between age and poverty and to successfully design policy that facilitates improvements in women's social status.Read moreRead less
Preventing Exfiltration of Sensitive Data by Malicious Insiders or Malwares. Data exfiltration is a serious threat as highlighted in recent leakage of sensitive data that resulted in huge economic losses as well as unprecedented breaches of national security. The aim of this project is to develop a comprehensive and robust solution for detection and prevention of sensitive data exfiltration attempts by malware and unauthorised human users. Expected outcomes include scalable monitoring methods an ....Preventing Exfiltration of Sensitive Data by Malicious Insiders or Malwares. Data exfiltration is a serious threat as highlighted in recent leakage of sensitive data that resulted in huge economic losses as well as unprecedented breaches of national security. The aim of this project is to develop a comprehensive and robust solution for detection and prevention of sensitive data exfiltration attempts by malware and unauthorised human users. Expected outcomes include scalable monitoring methods and efficient algorithms that will be able to prevent real-time exfiltration and identify previously undetected exfiltration of sensitive data. This should provide significant benefits to governments, defence networks as well as businesses and health sectors, as it will protect them from sophisticated cyber attacks.
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Discovery Early Career Researcher Award - Grant ID: DE120101266
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Low-complexity factor-graph-based receiver design for bandwidth-efficient communication systems over doubly selective channels. This project aims to solve challenging problems in future wireless communications using graph-based signal processing techniques. It will provide practical solutions for future broadband mobile communications to the bush and high-speed underwater acoustic communications in the oceans that are particularly important to Australia.
Blind separation of mutually correlated sources. This project is aimed at developing novel techniques for blind separation of mutually correlated sources. The expected outcomes will significantly advance the theory of blind source separation and improve the performance of important practical systems, such as densely deployed sensor networks and wireless video surveillance systems.
Efficient structure search over large graphs. The project aims to develop advanced search technology to support large-scale graph applications. The success of the project not only brings a breakthrough in technology development but also provides training for high quality personnel in this important and growing area, and brings considerable economic and social benefits to Australia.
Evidence-based Recommendations For Interpregnancy Intervals In High-income Countries
Funder
National Health and Medical Research Council
Funding Amount
$423,305.00
Summary
This study will identify the optimal and harmful interpregnancy intervals for a range of maternal and child outcomes in three high-income countries. With a study population of more than 7.5 million births and a longitudinal study design that matches pregnancies to the same women, this study will inform new interpregnancy interval recommendations for high-income countries that will lead to a reduction in avoidable excess morbidities attributable to uninformed pregnancy planning.