Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the ....Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the potential to be a significant improvement in the real-time identification of emerging turmoil in financial markets and provide an improved method for the detection of systemic risk. The new test procedure will be implemented using data for financial and non-financial institutions across Europe, the US and Australia.Read moreRead less
Bayesian Inference for Flexible Parametric Multivariate Econometric Modelling. The anticipated outcomes include the development of enhanced multivariate econometric models and innovative computationally intensive methods for their estimation. These models are used in numerous and diverse applications which are data-intensive and where more complete models will greatly enhance data-based decision-making. Results include improved information use in the wholesale electricity markets, in financial m ....Bayesian Inference for Flexible Parametric Multivariate Econometric Modelling. The anticipated outcomes include the development of enhanced multivariate econometric models and innovative computationally intensive methods for their estimation. These models are used in numerous and diverse applications which are data-intensive and where more complete models will greatly enhance data-based decision-making. Results include improved information use in the wholesale electricity markets, in financial market investment decision-making and for the assessment of the impact of internet advertising.Read moreRead less
Measuring uncertainty in global housing markets and its risk to Australia. This project aims to develop and construct a measure of systemic risk for the national real-estate markets in Australia, and its main trading partners, namely China, Japan, New Zealand, United Kingdom and United States of America. Recently developed methodology will be used to investigate how real estate risks migrate across these countries over time, and during periods of financial turbulence. This methodology is intende ....Measuring uncertainty in global housing markets and its risk to Australia. This project aims to develop and construct a measure of systemic risk for the national real-estate markets in Australia, and its main trading partners, namely China, Japan, New Zealand, United Kingdom and United States of America. Recently developed methodology will be used to investigate how real estate risks migrate across these countries over time, and during periods of financial turbulence. This methodology is intended to be employed as part of a market stability surveillance program and for assessing the impact of real-estate risk on the overall economy. Early detection of the onset of future housing bubble collapses would be of significant benefit to policy makers, Australia’s trading partners, the real estate industry and ultimately home buyers.Read moreRead less
Building flexible multivariate models and their application in Finance. The project will develop methods for analyzing the properties of dependent measurements that may evolve through time. The new methods will significantly improve on current best statistical practice and will be applied to important problems in the financial sector such as asset allocation and risk management. The financial sector is a vital part of the Australian economy and it is important to understand the joint behavior of ....Building flexible multivariate models and their application in Finance. The project will develop methods for analyzing the properties of dependent measurements that may evolve through time. The new methods will significantly improve on current best statistical practice and will be applied to important problems in the financial sector such as asset allocation and risk management. The financial sector is a vital part of the Australian economy and it is important to understand the joint behavior of financial assets in order to understand and allow for risk. The methods will have immediate application in other disciplines such as medicine, engineering and the environmental sciences. The project will train a postdoctoral student and three PhD students in cutting edge financial econometrics. Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE190100840
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from h ....Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from high-frequency financial data. It is expected to significantly improve the speed and accuracy of bubble detection, thereby providing more timely and precise warning alerts for investment decisions, market surveillance and policy action.Read moreRead less
To Improve The Quality And Access To Dialysis Treatments By Indigenous Australians From Remote Areas By Using A Patient-centred Approach To Determine The Cost-effectiveness Of Treatment Models That Include The Health, Social And Economic Impact
Funder
National Health and Medical Research Council
Funding Amount
$1,195,023.00
Summary
Compared to other Australians, Indigenous people from remote areas suffer disproportionately from kidney disease. In order to access treatment they must often relocate, sometimes permanently to urban areas. Communities advocate for services closer to home but most health providers see remote area delivery as prohibitively costly. The study will assess the relative cost-benefits of more patient-centered models of care that are inclusive of impacts on patients, families and communities.
Helping Central Banks Measure Unobserved Variables Using Real-time Forecasts. The project addresses structural measurement problems confronted routinely by central bankers. The techniques developed, and the estimates provided, will aid directly the Partner Organisations (the Reserve Bank of Australia, the Reserve Bank of New Zealand and Norges Bank) and other central banks in formulating monetary policy. The analysis will allow interest rates in Australia and elsewhere to be set with greater pre ....Helping Central Banks Measure Unobserved Variables Using Real-time Forecasts. The project addresses structural measurement problems confronted routinely by central bankers. The techniques developed, and the estimates provided, will aid directly the Partner Organisations (the Reserve Bank of Australia, the Reserve Bank of New Zealand and Norges Bank) and other central banks in formulating monetary policy. The analysis will allow interest rates in Australia and elsewhere to be set with greater precision. The techniques developed in this project will facilitate the understanding and communication of monetary policy within the central banks concerned, and enhance communication of monetary policy strategy to the public.Read moreRead less
What Is the Optimal Level of Transparency and Should Off-Market Block Trading exist in Futures Markets? The aims of this project are twofold; to assess (i) what level of transparency is optimal and (ii) whether off-market block trading should be allowed in futures markets. Transparency refers to how much of the trading process is made visible to participants. The issue has been researched only very recently and findings have been limited. Off-market block trading procedures allow large trades ....What Is the Optimal Level of Transparency and Should Off-Market Block Trading exist in Futures Markets? The aims of this project are twofold; to assess (i) what level of transparency is optimal and (ii) whether off-market block trading should be allowed in futures markets. Transparency refers to how much of the trading process is made visible to participants. The issue has been researched only very recently and findings have been limited. Off-market block trading procedures allow large trades to be executed away from the market. This project will undertake the first study of large trades on futures markets and will also compare the impact of large trades on market quality when executed on- and off-market.Read moreRead less
The Role of Corporate Governance Mechanisms in Maximising the Performance of Listed Australian Corporations. The recent spake of corporate collapses and scandals highlights the need for an ongoing commitment to the development, implementation and maintenance of strong systems of governance within Australian corporations. This commitment necessitates an understanding of which suite of governance mechanisms are most effective in positively impacting upon corporate performance rather than just the ....The Role of Corporate Governance Mechanisms in Maximising the Performance of Listed Australian Corporations. The recent spake of corporate collapses and scandals highlights the need for an ongoing commitment to the development, implementation and maintenance of strong systems of governance within Australian corporations. This commitment necessitates an understanding of which suite of governance mechanisms are most effective in positively impacting upon corporate performance rather than just the performance impact of a particular mechanism in isolation. To date, research facilitating such an understanding is all but non-existent. However, our study will yield this much-needed evidence and, therefore, provide the foundations for ongoing corporate governance reform on the part of regulators and practitioners alike.Read moreRead less
Fragmentation, globalization and the architecture of stock markets: How should the ASX be redesigned to ensure its long-term survival? The ASX is only at 10% of its potential relative to world best practice in architectural design. Reforms that we investigate, such as a massive reduction in the minimum tick and greater transparency to reduce asymmetric information, could lift traded value by several fold and by billions of dollars to efficiency levels achieved by South Korea and reduce trading c ....Fragmentation, globalization and the architecture of stock markets: How should the ASX be redesigned to ensure its long-term survival? The ASX is only at 10% of its potential relative to world best practice in architectural design. Reforms that we investigate, such as a massive reduction in the minimum tick and greater transparency to reduce asymmetric information, could lift traded value by several fold and by billions of dollars to efficiency levels achieved by South Korea and reduce trading costs by hundreds of millions pa. For each dollar of actual trading costs saved there is a further saving of 12 dollars in trades currently forgone. The ASX can be preserved from the threat of annihilation by a new global exchange and set up common trading platforms like Euronext in our region. The result will be more successful stocks to replace NewsCorp.Read moreRead less