Prior sensitivity analysis for Bayesian Markov chain Monte Carlo output. This project aims to develop the first set of techniques to implement an automated output sensitivity analysis for Markov Chain Monte Carlo (MCMC) estimation methods. Computationally intense Bayesian MCMC provide a powerful alternative to classical methods for the estimation of economic models. An obstacle to their wider application is that researchers need to specify prior beliefs about model parameters that will affect t ....Prior sensitivity analysis for Bayesian Markov chain Monte Carlo output. This project aims to develop the first set of techniques to implement an automated output sensitivity analysis for Markov Chain Monte Carlo (MCMC) estimation methods. Computationally intense Bayesian MCMC provide a powerful alternative to classical methods for the estimation of economic models. An obstacle to their wider application is that researchers need to specify prior beliefs about model parameters that will affect the results. The expected outcomes will enable researchers to undertake a routine assessment of the sensitivity of the results to prior inputs.Read moreRead less
Price Discovery in Equity and Volatility Futures for Trading and Hedging. This project aims to develop a multivariate asynchronous technique to analyse the price discovery of movements in equity stock indices, volatility index futures and exchange traded products. This project expects to generate new knowledge in the area of financial econometrics using an innovative mixed frequency sampling approach to establish robust causal inferences. Expected outcomes of the project include enhanced econome ....Price Discovery in Equity and Volatility Futures for Trading and Hedging. This project aims to develop a multivariate asynchronous technique to analyse the price discovery of movements in equity stock indices, volatility index futures and exchange traded products. This project expects to generate new knowledge in the area of financial econometrics using an innovative mixed frequency sampling approach to establish robust causal inferences. Expected outcomes of the project include enhanced econometric theory and its implementation in applied finance. This should provide significant benefits in the price discovery of the equity index in Australia, including insights that will help Australian funds in hedging and trading volatility.Read moreRead less
Reliability of purchasing power parities from the World Bank. This project aims to provide an econometric framework to estimate purchasing power parities (PPPs) and a method to compute standard errors associated with the World Bank’s International Comparison Programme (ICP)’s PPPs. The ICP regularly compiles and publishes estimates of PPPs of currencies and real incomes. These results are used for study of global inequality and poverty; macroeconomic analysis; the Human Development Index; and cr ....Reliability of purchasing power parities from the World Bank. This project aims to provide an econometric framework to estimate purchasing power parities (PPPs) and a method to compute standard errors associated with the World Bank’s International Comparison Programme (ICP)’s PPPs. The ICP regularly compiles and publishes estimates of PPPs of currencies and real incomes. These results are used for study of global inequality and poverty; macroeconomic analysis; the Human Development Index; and cross-country productivity comparisons. However, no estimates of ICP PPPs’ reliability are available. Results from this project are likely to improve the quality of widely used data sets including the Penn World Tables and the University of Queensland International Comparison Database relevant to banking.Read moreRead less
Closing the Gap Between Theory and Data in Macroeconometrics. This project aims to bring econometric models (the empirical vehicle for inference) and economic models (the theory) closer together. A new model is intended to be proposed that will address a significant issue with the interpretation of the outputs of the econometric models. As a first contribution, the project is expected to develop the model and an inferential framework for this model using probability theory on manifolds. In a sec ....Closing the Gap Between Theory and Data in Macroeconometrics. This project aims to bring econometric models (the empirical vehicle for inference) and economic models (the theory) closer together. A new model is intended to be proposed that will address a significant issue with the interpretation of the outputs of the econometric models. As a first contribution, the project is expected to develop the model and an inferential framework for this model using probability theory on manifolds. In a second contribution, it is expected to construct an algorithm to permit inference leading to outputs useful to policy analysts. The model is intended to be parsimonious, which facilitates the development of a time-varying version to allow the model to evolve with the economy and provide better policy guidance.Read moreRead less
Airborne ultrafine particles in Australian cities. There is an acute deficiency of knowledge in Australia on urban airborne ultrafine particles, originating from transport and other anthropogenic sources, which pose significant health and environmental risks. The aim of this project is to address this deficiency by an extensive multi-city, cross-disciplinary study using state of the art instrumentation and data analytic techniques. The outcome will be an in depth, quantitative insight into the c ....Airborne ultrafine particles in Australian cities. There is an acute deficiency of knowledge in Australia on urban airborne ultrafine particles, originating from transport and other anthropogenic sources, which pose significant health and environmental risks. The aim of this project is to address this deficiency by an extensive multi-city, cross-disciplinary study using state of the art instrumentation and data analytic techniques. The outcome will be an in depth, quantitative insight into the characteristics of the particles, their sources and spatial and temporal variation across different urban areas and time scales. Further, the impacts of changing fuels, vehicle technologies, and climate on future trends of the particles will be elucidated.Read moreRead less
Solar rechargeable batteries for wearable electronics. This project aims to develop a new solar battery as a sustainable power source for future wearable electronics. The research will develop solar rechargeable Zinc-Manganese oxide batteries based on new stretchable microelectrodes and materials engineering for the direct storage of solar energy. Expected outcomes include new classes of planar-type solar batteries, functional microelectrodes and energy materials, as well as new knowledge genera ....Solar rechargeable batteries for wearable electronics. This project aims to develop a new solar battery as a sustainable power source for future wearable electronics. The research will develop solar rechargeable Zinc-Manganese oxide batteries based on new stretchable microelectrodes and materials engineering for the direct storage of solar energy. Expected outcomes include new classes of planar-type solar batteries, functional microelectrodes and energy materials, as well as new knowledge generated from collaborations across materials science, photoelectrochemistry and nanotechnology disciplines. These will not only expand the applications of solar batteries to a new domain of wearable electronics, but also may eventually lead to new industry advances in functional materials for clean energy.Read moreRead less
Industrial Transformation Research Hubs - Grant ID: IH210100025
Funder
Australian Research Council
Funding Amount
$4,379,165.00
Summary
ARC Research Hub for Advanced Manufacturing with 2D Materials (AM2D). Australia holds large resources of critical 2D minerals – key enablers of several existing and emerging technologies in Energy Storage, Purification and Printed Electronics. The AM2D hub aims to provide a sophisticated environment for researchers and an industrial translation platform for manufacturers; a hub where leading academics, bright students, and industry partners come together to learn, apply, collaborate, innovate, a ....ARC Research Hub for Advanced Manufacturing with 2D Materials (AM2D). Australia holds large resources of critical 2D minerals – key enablers of several existing and emerging technologies in Energy Storage, Purification and Printed Electronics. The AM2D hub aims to provide a sophisticated environment for researchers and an industrial translation platform for manufacturers; a hub where leading academics, bright students, and industry partners come together to learn, apply, collaborate, innovate, and deliver industry transformation in advanced manufacturing. Anticipated outcomes include the transformation of newly discovered materials into globally traded, high-value 2D products, enabling Australian industries to capture more wealth and jobs from this large and growing market.
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Discovery Early Career Researcher Award - Grant ID: DE140101279
Funder
Australian Research Council
Funding Amount
$359,477.00
Summary
The Exploitation of unlawful migrant labour : crime, labour and regulation. Unlawful migrant labour has been identified as a significant issue for Australia, with estimates that between 50 to 100,000 non-citizens are working illegally in Australia. Immigration and labour regulatory responses are merging to respond to this issue. This project will investigate the impact of these practices upon the level and nature of victimisation and conditions of exploitation, it will examine experiences across ....The Exploitation of unlawful migrant labour : crime, labour and regulation. Unlawful migrant labour has been identified as a significant issue for Australia, with estimates that between 50 to 100,000 non-citizens are working illegally in Australia. Immigration and labour regulatory responses are merging to respond to this issue. This project will investigate the impact of these practices upon the level and nature of victimisation and conditions of exploitation, it will examine experiences across the agricultural, construction and hospitality industries. It will identify whether and how regulatory systems may be contributing to or sustaining exploitative conditions experienced by unlawful migration labourers, including trafficking, and will identify future policy options.Read moreRead less
Accessing the family violence provision: enhancing migrant women’s safety. This project aims to investigate the operation of the Family Violence Provision (Migration Regulations (Clth) 1994), designed to act as a safety net for women on temporary visas whose relationships break down due to family violence. The project expects to generate new knowledge about awareness and application processes and outcomes. Using a multi-method approach this will be the first study to examine the operation of the ....Accessing the family violence provision: enhancing migrant women’s safety. This project aims to investigate the operation of the Family Violence Provision (Migration Regulations (Clth) 1994), designed to act as a safety net for women on temporary visas whose relationships break down due to family violence. The project expects to generate new knowledge about awareness and application processes and outcomes. Using a multi-method approach this will be the first study to examine the operation of the Provision. The outcomes will offer direct benefit to the Partner Organisations, and to national stakeholders providing support to migrant women. The project is expected to strengthen support for women who have experienced family violence for whom this provision was designed. Read moreRead less