Bayesian estimation of flexible spatial models with applications in medical imaging and econometric modeling. This project aims to develop statistical methodology for estimating flexible highly parameterised Bayesian spatial models. The flexible models examined will include regression, choice and time series models for data that is spatially registered. Spatial smoothing of parameters in the models will involve application of hierarchical spatial prior distributions. The resulting methodology wi ....Bayesian estimation of flexible spatial models with applications in medical imaging and econometric modeling. This project aims to develop statistical methodology for estimating flexible highly parameterised Bayesian spatial models. The flexible models examined will include regression, choice and time series models for data that is spatially registered. Spatial smoothing of parameters in the models will involve application of hierarchical spatial prior distributions. The resulting methodology will be applied to the analysis of medical imaging data and to the estimation of spatial econometric models of residential real estate prices. The expected outcomes include developments in the frontier framework of Bayesian computational estimation methodology, improved methods for medical image processing and estimation of high resolution spatial models of residential real estate prices in Australian metropolitan centres.Read moreRead less
Human Capital, Cognitive Skills and Labour Market Outcomes. As Australia competes in the ‘educational race,’ this project will generate new knowledge on the relationship between education, skill attainment and economic outcomes in Australia. The research will provide new empirical evidence on cognitive and non-cognitive skills formation over the life-cycle, and the relationship between these skills and labour market outcomes in Australia within the broader international context. The research wil ....Human Capital, Cognitive Skills and Labour Market Outcomes. As Australia competes in the ‘educational race,’ this project will generate new knowledge on the relationship between education, skill attainment and economic outcomes in Australia. The research will provide new empirical evidence on cognitive and non-cognitive skills formation over the life-cycle, and the relationship between these skills and labour market outcomes in Australia within the broader international context. The research will advance methodological techniques for the economic analysis of cognitive skills and their economic impacts. The research will inform public policy formulation relating to educational attainment, skill development, and strategies to encourage longer workforce engagement over the life-cycle.Read moreRead less
Flexible Models and Methods for Longitudinal Data. The availability of increasingly large data sets offers the potential to improve understandings of many phenomena. However, without models for these phenomenon and methods to analyse the data generated by them, information contained in such data cannot be extracted. This project aims to advance statistical methods and models for analysing data that are collected on a large number of individuals at many time points. In particular, data collected ....Flexible Models and Methods for Longitudinal Data. The availability of increasingly large data sets offers the potential to improve understandings of many phenomena. However, without models for these phenomenon and methods to analyse the data generated by them, information contained in such data cannot be extracted. This project aims to advance statistical methods and models for analysing data that are collected on a large number of individuals at many time points. In particular, data collected from mobile phone applications will be used to understand the effect that training regimes have on cognitive functioning and how these effects vary with individual characteristics.Read moreRead less
The effect of acquiring a disability in adulthood. This project aims to analyse the effect the acquisition of a disability in adulthood has on subsequent socio-economic circumstances (employment, housing, education, income, social capital, wealth) and wellbeing. Researchers from epidemiology, econometrics and statistics will use longitudinal data to model the patterns of disability and subsequent socio-economic and health circumstances over time. The methods aim to make causal statements and pro ....The effect of acquiring a disability in adulthood. This project aims to analyse the effect the acquisition of a disability in adulthood has on subsequent socio-economic circumstances (employment, housing, education, income, social capital, wealth) and wellbeing. Researchers from epidemiology, econometrics and statistics will use longitudinal data to model the patterns of disability and subsequent socio-economic and health circumstances over time. The methods aim to make causal statements and provide a template for research and evaluation in this field. Outcomes are expected to set priorities for action to improve socio-economic conditions, productivity and health for people with disabilities.Read moreRead less
Natural resources and ecosystem services in productivity measurement. This project aims to understand sources of productivity growth through addressing theoretical and practical problems in the economics of natural resources and ecosystem services. It will study the valuation of non-renewable resources and ecosystem services, acknowledging their contributions to economic activity and the effect on national income from their depletion and degradation. It will develop approaches to incorporating n ....Natural resources and ecosystem services in productivity measurement. This project aims to understand sources of productivity growth through addressing theoretical and practical problems in the economics of natural resources and ecosystem services. It will study the valuation of non-renewable resources and ecosystem services, acknowledging their contributions to economic activity and the effect on national income from their depletion and degradation. It will develop approaches to incorporating natural resource depletion and degradation into productivity analysis with the aim of better informing environmental, innovation and industry policy.Read moreRead less
Special Research Initiatives - Grant ID: SR0354895
Funder
Australian Research Council
Funding Amount
$40,000.00
Summary
Financial Integrity Research Network (FIRN). FIRN will be directed towards innovation in the integrity and efficiency of Australia's financial system. To address pressing problems and threats associated with this key component of Australia's infrastructure, FIRN will bring together a multi-disciplinary network featuring internationally renowned academics in a unique collaborative research effort which will cross conventional disciplinary boundaries including financial economics, applied statist ....Financial Integrity Research Network (FIRN). FIRN will be directed towards innovation in the integrity and efficiency of Australia's financial system. To address pressing problems and threats associated with this key component of Australia's infrastructure, FIRN will bring together a multi-disciplinary network featuring internationally renowned academics in a unique collaborative research effort which will cross conventional disciplinary boundaries including financial economics, applied statistics, actuarial science, financial mathematics, market micro-structure, accounting and information systems. FIRN will be supported by SIRCA's world-class financial research infrastructure and industry network. It will deliver a range of innovative research, educational, professional development and applied outcomes.Read moreRead less
ARC Financial Integrity Research Network. The integrity of the financial system is constantly under stress because of the development of ever more complex financial instruments, structures and strategies, and the associated research technologies that continues to accelerate worldwide. FIRN's vision is to harness the considerable strengths of Australia's internationally renowned finance, accounting and economics researchers into a research agenda to address issues concerning the integrity of the ....ARC Financial Integrity Research Network. The integrity of the financial system is constantly under stress because of the development of ever more complex financial instruments, structures and strategies, and the associated research technologies that continues to accelerate worldwide. FIRN's vision is to harness the considerable strengths of Australia's internationally renowned finance, accounting and economics researchers into a research agenda to address issues concerning the integrity of the financial system. It will enable Australian research in this area to match the scale and impact of similar research in other major international financial centres, and play an essential role in placing Australia among the world's leaders in financial markets related research.Read moreRead less
Centre for Mathematical and Statistical Modelling of Complex Systems. This Centre, formed by a group of high-profile researchers, brings expertise from linked but hitherto disparate areas together. It will place Australia at the forefront of research into complex systems.
The mission of the Centre is to stimulate research in mathematical and statistical modelling of complex systems and to encourage cross-fertilisation of ideas and techniques. The specific objectives are
- to formulate and ana ....Centre for Mathematical and Statistical Modelling of Complex Systems. This Centre, formed by a group of high-profile researchers, brings expertise from linked but hitherto disparate areas together. It will place Australia at the forefront of research into complex systems.
The mission of the Centre is to stimulate research in mathematical and statistical modelling of complex systems and to encourage cross-fertilisation of ideas and techniques. The specific objectives are
- to formulate and analyse mathematical and statistical models for natural and artificial complex systems,
- to use these models to develop an understanding of the behaviour of these systems
- to incorporate this understanding into strategies for management and control.Read moreRead less
Special Research Initiatives - Grant ID: SR0354716
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Energetically Open Systems Research Network Study. Conceptual frameworks arising in the physical sciences, such as non-equilibrium statistical mechanics and thermodynamics, synergetics, chaos and dynamical systems theory, are seminal in the emerging science of complexity. This study will lay the groundwork for a network to link Australian and overseas research on these fundamental concepts, and their application within the context of entropy-producing systems vital to the long-term sustainabilit ....Energetically Open Systems Research Network Study. Conceptual frameworks arising in the physical sciences, such as non-equilibrium statistical mechanics and thermodynamics, synergetics, chaos and dynamical systems theory, are seminal in the emerging science of complexity. This study will lay the groundwork for a network to link Australian and overseas research on these fundamental concepts, and their application within the context of entropy-producing systems vital to the long-term sustainability of the earth - oceans, atmosphere, biosphere, CO2-free energy production, space and solar environment. The network would facilitate the development of young investigators and be linked into wider complex systems networks such as the CSIRO Centre for Complex Systems Science.Read moreRead less
Special Research Initiatives - Grant ID: SR0354583
Funder
Australian Research Council
Funding Amount
$10,000.00
Summary
Biodevice fabrication through intelligent surface modification. Achieving the reliable control of the attachment of proteins and other macromolecules to surfaces needed for sophisticated biosensors and medical diagnostics requires expertise and infrastructure from a diverse range of disciplines from the physical, chemical and biological sciences and engineering. This network will bring together researchers from a multidisciplinary pool working on problems relevant to the creation of functional s ....Biodevice fabrication through intelligent surface modification. Achieving the reliable control of the attachment of proteins and other macromolecules to surfaces needed for sophisticated biosensors and medical diagnostics requires expertise and infrastructure from a diverse range of disciplines from the physical, chemical and biological sciences and engineering. This network will bring together researchers from a multidisciplinary pool working on problems relevant to the creation of functional surfaces for applications in biodevices. The program we envisage will break down the barriers imposed by disciplinary boundaries and technical terminology to bring together the skills and infrastructure required to make rapid advances in this field.Read moreRead less