Seasonal adjustment using disaggregated short time span data. Seasonally adjusted economic and social times series are vital information used by governments and businesses in decision making. This project will develop statistical methods to estimate and remove seasonal factors from economic and social time series using finely disaggregated data for a relatively small number of time periods. This will enable better and quicker estimation of seasonal factors when new series are introduced or there ....Seasonal adjustment using disaggregated short time span data. Seasonally adjusted economic and social times series are vital information used by governments and businesses in decision making. This project will develop statistical methods to estimate and remove seasonal factors from economic and social time series using finely disaggregated data for a relatively small number of time periods. This will enable better and quicker estimation of seasonal factors when new series are introduced or there a major changes to existing series, improving the analysis of such series and the decisions based on them.Read moreRead less
Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse d ....Prediction, inference and their application to modelling correlated data. This project aims to create new, improved methods for prediction and making inference about predictions for a variety of correlated data types through inventing sophisticated and novel resampling schemes such as the generalised fast bootstrap and repeated partial permutation. The research will impact on both the theory and practice of statistics and on substantive fields which use mixed or compositional models to analyse dependent data. This will be a significant improvement in the assessment and stability of statistical models in areas such as social, ecological and geological sciences.Read moreRead less
Building models for complex data. The purpose of this project is to better understand the process of building statistical models and construct new methods for building models for particular kinds of complex data. The expected outcomes include a new way of thinking about model building and practical tools which together enable us to get more value out of analysing complex data.
Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse ....Dimension reduction and model selection for statistically challenging data. This project aims to develop a deep theoretical understanding of the relationship between various dimension reduction and model selection methods used in statistical model building, and then use this understanding to develop new, improved methods of model building for statistically challenging data. The research will impact on both the theory and practice of statistics, and on substantive fields which collect and analyse these kinds of data. This will provide a significant improvement in the statistical model building in areas such as epidemiology, chemical and ecological sciences. The project is timely because of the increasing collection of large-dimensional, complex, correlated data sets in these and many other fields.Read moreRead less
ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functi ....ARC Research Network for Advanced Materials. Materials science/engineering is decidedly interdisciplinary, covering all science and impacting on all manufacturing industry. This network will promote interactions that do not usually occur between materials researchers and students across Australia and internationally from diverse disciplines. The scope is broadly based on advanced materials production, processing and properties but focused in four areas, involving: i) innovative structural/functional materials, ii) high-tech IT/communications/sensing materials, iii) materials solutions for manufacturing, iv) materials for a sustainable Australia, and v) emerging materials technologies. Key programs will promote interdisciplinary workshops and early career researcher interactions.Read moreRead less
Special Research Initiatives - Grant ID: SR0354512
Funder
Australian Research Council
Funding Amount
$30,000.00
Summary
Network Asia: Maximizing Australia's National Capacity in Inter-Disciplinary Research on Asia. Australia has an international reputation for innovative and high impact research into the states, societies, and economies of Asia.
The Initiative will survey the volume, range, impact, and international status of Asian area research in Australia, identify themes with high potential for achieving significant outcomes through transnational research and research-training, and develop a strategy for m ....Network Asia: Maximizing Australia's National Capacity in Inter-Disciplinary Research on Asia. Australia has an international reputation for innovative and high impact research into the states, societies, and economies of Asia.
The Initiative will survey the volume, range, impact, and international status of Asian area research in Australia, identify themes with high potential for achieving significant outcomes through transnational research and research-training, and develop a strategy for maximizing national research capacity in targeted areas through a national inter-disciplinary network for Asia-area research - Network Asia.
Outcomes include a published report on the state of the field and a strategic plan for a viable and sustainable research network.
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Linkage Infrastructure, Equipment And Facilities - Grant ID: LE100100272
Funder
Australian Research Council
Funding Amount
$164,002.00
Summary
Bringing Australian free-access legislation to international best practice standards. Modern Australian law is very heavily based on legislation, and the amount and complexity of legislation increases every year, particularly delegated legislation. It is essential that legislation be interpreted and applied accurately and efficiently for Australia to have high quality legal research, for the operation of the rule of law, and for the effective operation of the legal system. This project will con ....Bringing Australian free-access legislation to international best practice standards. Modern Australian law is very heavily based on legislation, and the amount and complexity of legislation increases every year, particularly delegated legislation. It is essential that legislation be interpreted and applied accurately and efficiently for Australia to have high quality legal research, for the operation of the rule of law, and for the effective operation of the legal system. This project will contribute to all of these national benefits by providing free access for all Australian legal researchers and lawyers to a comprehensive national collection of legislation which meets international best practice standards, includes delegated legislation, and integrates all legislation-related materials.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE110100047
Funder
Australian Research Council
Funding Amount
$420,000.00
Summary
Events through time: eruptions, extinctions, impacts, ore-bodies and orogenies - upgrading the national argon geochronology network. Nine universities and the CSIRO will replace aged and obsolete equipment with new mass spectrometers which will be strategically placed at opposite ends of our continent to improve access for Australian researchers to these instruments for which there is high demand. These instruments will allow more exact dating of events such as eruptions, impacts, climate change ....Events through time: eruptions, extinctions, impacts, ore-bodies and orogenies - upgrading the national argon geochronology network. Nine universities and the CSIRO will replace aged and obsolete equipment with new mass spectrometers which will be strategically placed at opposite ends of our continent to improve access for Australian researchers to these instruments for which there is high demand. These instruments will allow more exact dating of events such as eruptions, impacts, climate change, biological extinctions, mineral deposits and mountain building.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0453608
Funder
Australian Research Council
Funding Amount
$579,230.00
Summary
Multifunctional confocal laser scanning microscope with time resolved and two photon imaging and fluorescence correlation capabilities. We seek to establish an Australian first confocal laser scanning microscope with time resolved imaging and fluorescence correlation spectroscopy capabilities. Its advantages include ultrasensitive detection of weak fluorescent emissions against high autofluorescent background by using fluorescence lifetime signatures, with over three orders of magnitude discrimi ....Multifunctional confocal laser scanning microscope with time resolved and two photon imaging and fluorescence correlation capabilities. We seek to establish an Australian first confocal laser scanning microscope with time resolved imaging and fluorescence correlation spectroscopy capabilities. Its advantages include ultrasensitive detection of weak fluorescent emissions against high autofluorescent background by using fluorescence lifetime signatures, with over three orders of magnitude discrimination improvement. The system will also be able to monitor binding of single molecules. These techniques will open new and exciting avenues for interdisciplinary research at the frontier between biological and physical sciences. The microscope will operate within an existing multi-user Optical Characterisation Facility supporting research of an established network of scientists in the Sydney area.Read moreRead less
ARC Nanotechnology Research Network. The field of nano scale science, engineering and technology (in short nanotechnology) is just emerging and it is predicted to make a major impact in all technologies and areas of society. Australian Nanotechnology Network intends to harness the combined Australian capability to enable Australia to take a leading role in this rapidly growing field.