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Field of Research : Time-Series Analysis
Research Topic : Legal issues
Australian State/Territory : ACT
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Time-Series Analysis (9)
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  • Active Funded Activity

    Discovery Projects - Grant ID: DP200101963

    Funder
    Australian Research Council
    Funding Amount
    $208,000.00
    Summary
    Australia's Resilience to Recession. This project aims to study why Australia differs from its OECD peers in that it has not had a recession for 27 years. It intends to generate knowledge by using economic models to solve 3 puzzles relating to Australia’s success: (i) why did foreign financial market shocks not spill over to the economy?; (ii) how has the resource curse that affects economies with a booming resource sector been avoided?; and (iii) what makes Australia special? Expected outcomes .... Australia's Resilience to Recession. This project aims to study why Australia differs from its OECD peers in that it has not had a recession for 27 years. It intends to generate knowledge by using economic models to solve 3 puzzles relating to Australia’s success: (i) why did foreign financial market shocks not spill over to the economy?; (ii) how has the resource curse that affects economies with a booming resource sector been avoided?; and (iii) what makes Australia special? Expected outcomes include the development of theoretical and empirical models that reflect the unique features of the Australian economy. This should provide significant benefits, including guidance to Australian and international policymakers on macroeconomic policies for resource-rich countries.
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    Funded Activity

    Discovery Projects - Grant ID: DP0343811

    Funder
    Australian Research Council
    Funding Amount
    $108,000.00
    Summary
    Inference in partially non-stationary time series models. Economic theories typically specify the long-run relationship between economic variables. However, researchers usually examine the long-run features of the data by fitting a restrictive class of models using criteria that have only proven useful for short-term forecasting. In this project we consider alternative models and modelling strategies that are appropriate for the study of the long-run. We also develop computer intensive (bootstra .... Inference in partially non-stationary time series models. Economic theories typically specify the long-run relationship between economic variables. However, researchers usually examine the long-run features of the data by fitting a restrictive class of models using criteria that have only proven useful for short-term forecasting. In this project we consider alternative models and modelling strategies that are appropriate for the study of the long-run. We also develop computer intensive (bootstrap) methods, which will provide a much-needed improvement over the existing (asymptotic) methods for making inference about the long-run. Our research will lead to more reliable models for long-term planning in business, industry and government.
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    Funded Activity

    Discovery Projects - Grant ID: DP0984399

    Funder
    Australian Research Council
    Funding Amount
    $387,943.00
    Summary
    Vector ARMA Models and Macroeconomic Modelling: Some New Methodology and Algorithms. Economic variables are strongly related to each other, as well as being strongly related to their recent history. As a result, good dynamic multivariate models are crucial for effective policy making and forecasting in areas of vital national importance such as monetary and fiscal policy, environmental policy and tourism. Our project advances the frontiers of knowledge in multivariate time series modelling. The .... Vector ARMA Models and Macroeconomic Modelling: Some New Methodology and Algorithms. Economic variables are strongly related to each other, as well as being strongly related to their recent history. As a result, good dynamic multivariate models are crucial for effective policy making and forecasting in areas of vital national importance such as monetary and fiscal policy, environmental policy and tourism. Our project advances the frontiers of knowledge in multivariate time series modelling. The outcome of this project will be immediately useful for macroeconomic policy makers such as the Reserve Bank of Australia and the Treasury, and for industry bodies such as Tourism Australia.
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    Funded Activity

    Discovery Projects - Grant ID: DP0556371

    Funder
    Australian Research Council
    Funding Amount
    $105,000.00
    Summary
    Securitised Real Estate and Private Dwellings: International and Domestic Linkages and Implications for the Macroeconomy. Cycles in the housing market and its interaction with other economic and financial market variables may have enormous effects on the Australian economy. Despite this there is little research on the interactions between housing and the macroeconomy. This project examines these issues. The implications of the research extend to three broad areas. The first is monetary policy by .... Securitised Real Estate and Private Dwellings: International and Domestic Linkages and Implications for the Macroeconomy. Cycles in the housing market and its interaction with other economic and financial market variables may have enormous effects on the Australian economy. Despite this there is little research on the interactions between housing and the macroeconomy. This project examines these issues. The implications of the research extend to three broad areas. The first is monetary policy by understanding housing prices, inflation and interest rates linkages. Second, constructing formal models including housing may provide a means of testing the implications of policies such as the first home owner grant or reductions in housing specific taxes. Finally, financial markets may benefit by understanding of the role of property in a diversified portfolio.
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    Funded Activity

    Discovery Projects - Grant ID: DP0665477

    Funder
    Australian Research Council
    Funding Amount
    $28,942.00
    Summary
    An economic analysis of local content requirements in radio broadcasting: a model and an empirical investigation of the Australian experience. How much local music should radio stations be required to play? Twenty per cent? Thirty per cent? As much or as little as they wish? Who benefits from such schemes? Local musicians? International record companies? Who is hurt? Radio stations? The listening public? By better understanding the effects of local content quotas on radio broadcasters (an .... An economic analysis of local content requirements in radio broadcasting: a model and an empirical investigation of the Australian experience. How much local music should radio stations be required to play? Twenty per cent? Thirty per cent? As much or as little as they wish? Who benefits from such schemes? Local musicians? International record companies? Who is hurt? Radio stations? The listening public? By better understanding the effects of local content quotas on radio broadcasters (and the ways in which they lead to those effects) and by being aware of the actual consequences of the Australian scheme (and, potentially, those of other countries) we can better answer these sorts of questions. Gaining such understanding is the goal of this research.
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    Funded Activity

    Linkage Projects - Grant ID: LP100100312

    Funder
    Australian Research Council
    Funding Amount
    $600,000.00
    Summary
    Integrated Photonics for Secure Communication and Related Applications in Financial Transaction Data Analysis. The project includes excellent basic science, semiconductor device fabrication and applied mathematics with explicitly identified consequences for innovation. There is strong potential for national economic benefits through the manufacture of new integrated photonic devices, the application of these devices in secure communication systems, the research of advanced non-linear analysis pr .... Integrated Photonics for Secure Communication and Related Applications in Financial Transaction Data Analysis. The project includes excellent basic science, semiconductor device fabrication and applied mathematics with explicitly identified consequences for innovation. There is strong potential for national economic benefits through the manufacture of new integrated photonic devices, the application of these devices in secure communication systems, the research of advanced non-linear analysis protocols, and the implementation of these in financial transaction analysis. Professional development and research education of postgraduate students and early career researchers will be carried out in a multi-disciplinary research environment with ongoing uptake of the research in industry and commercial sectors.
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    Funded Activity

    Discovery Projects - Grant ID: DP0985783

    Funder
    Australian Research Council
    Funding Amount
    $310,000.00
    Summary
    Higher order moment contagion testing: implications of the US subprime mortgage crisis for Australia. Even though crises are usually short lived, the long term implications of changes in asset values may be profound, particularly for superannuation assets. Implications of financial crises are also profound for institutions such as the RBA who change policy to achieve domestic objectives. The understanding of how internationally based financial crises affect Australia is important particularly wh .... Higher order moment contagion testing: implications of the US subprime mortgage crisis for Australia. Even though crises are usually short lived, the long term implications of changes in asset values may be profound, particularly for superannuation assets. Implications of financial crises are also profound for institutions such as the RBA who change policy to achieve domestic objectives. The understanding of how internationally based financial crises affect Australia is important particularly when domestic inflationary pressures would appear to precipitate the need for the RBA to take the opposite policy stance to that prevalent of central banks internationally. This proposal highlights these relationships to provide insights into portfolio allocation decisions and provides information to facilitate well founded decisions by policy makers.
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    Funded Activity

    Discovery Projects - Grant ID: DP0987170

    Funder
    Australian Research Council
    Funding Amount
    $240,000.00
    Summary
    Computing probabilities of theories where these probabilities vary over time with applications in macroeconomics. This project will present a method to produce empirically based policy advice that accounts for the changing economic environment and that allows for a range of assumptions about how the economy works. The research and training will place Australia at the forefront of empirical macroeconomic research and strengthen international research networks. Policy making will be improved as: i .... Computing probabilities of theories where these probabilities vary over time with applications in macroeconomics. This project will present a method to produce empirically based policy advice that accounts for the changing economic environment and that allows for a range of assumptions about how the economy works. The research and training will place Australia at the forefront of empirical macroeconomic research and strengthen international research networks. Policy making will be improved as: it will use information that is more robust to false assumptions; it will quickly incorporate new information; and we will understand better why certain policies did or did not work at different times in the past. The research will impact upon other sciences such as physics and engineering that use the same underlying tools far more than do economists.
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    Funded Activity

    Discovery Projects - Grant ID: DP0343418

    Funder
    Australian Research Council
    Funding Amount
    $92,000.00
    Summary
    MONETARY POLICY WITH LIQUIDITY CONSTRAINED GOVERNMENT DEBT MARKETS. Modern monetary policy seeks to influence domestic macroeconomic outcomes, using actions in official Government debt markets. The effectiveness of this route is being challenged by reductions in the level of Government debt outstanding. Monetary policy is faced with the possibility of operating in alternative financial markets. The project will: * Examine alternative markets for monetary policy operation. * Examine the effect .... MONETARY POLICY WITH LIQUIDITY CONSTRAINED GOVERNMENT DEBT MARKETS. Modern monetary policy seeks to influence domestic macroeconomic outcomes, using actions in official Government debt markets. The effectiveness of this route is being challenged by reductions in the level of Government debt outstanding. Monetary policy is faced with the possibility of operating in alternative financial markets. The project will: * Examine alternative markets for monetary policy operation. * Examine the effects of alternatives on real economy outcomes. * Develop a model of the economy which controls for global financial conditions - which has not been done before. * Combine modern econometric techniques.
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