Improving likelihood estimators: theory and applications to analysing productivity and efficiency and forecasting of probability of economic recession. This project aims to improve one of the most popular statistical methods to empower applied researchers with a more reliable analytical tool. This project will develop mathematical theory and use it to analyse patterns of economic growth, productivity and efficiency of countries. This can be used to forecast probability of entering economic reces ....Improving likelihood estimators: theory and applications to analysing productivity and efficiency and forecasting of probability of economic recession. This project aims to improve one of the most popular statistical methods to empower applied researchers with a more reliable analytical tool. This project will develop mathematical theory and use it to analyse patterns of economic growth, productivity and efficiency of countries. This can be used to forecast probability of entering economic recession, with a focus on Australia.Read moreRead less
A New Phase and New Issues of Rural-Urban Migration in China. China’s urbanisation has come to a turning point. The large pool of rural young workers (16-25 years of age), which fed the industrialisation needs of the 1990s and 2000s, has exhausted. Future growth needs to rely on the increase in the length of stay of the existing migrants and the increase in older new migrants. Due to this shift, the institutional restrictions, which deter family migration, become the key challenge. This project ....A New Phase and New Issues of Rural-Urban Migration in China. China’s urbanisation has come to a turning point. The large pool of rural young workers (16-25 years of age), which fed the industrialisation needs of the 1990s and 2000s, has exhausted. Future growth needs to rely on the increase in the length of stay of the existing migrants and the increase in older new migrants. Due to this shift, the institutional restrictions, which deter family migration, become the key challenge. This project examines the cost of the migration restrictions (shortened labour supply and reduced human capital accumulation for the current and next generation migrants: their education, health and pro-social behaviour); and the best way to reform the restrictions on family migration and the priority for the reform.Read moreRead less
Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting ....Econometric model building and estimation. This project aims to tackle issues in econometric model building and estimation under cross sectional dependence, heterogeneity and nonlinearity. This project will seek to establish flexible econometric models associated with estimation methods and user-friendly computational techniques to try to solve real world problems. The research outcomes are expected to be useful to empirical researchers in evaluating and improving model building and forecasting from better models in climatology, demography, economics, environment, finance, machine learning and neural networks.Read moreRead less
Uncertainty, financial frictions, and the Australian business cycle. This project aims to investigate the macroeconomic consequences of disruptions in financial markets and heightened uncertainty about the future. Key components of the project include new measures of uncertainty and development of new tools to estimate flexible empirical and structural models of uncertainty and financial frictions. The project expects to provide policymakers with tools to design effective policies to counteract ....Uncertainty, financial frictions, and the Australian business cycle. This project aims to investigate the macroeconomic consequences of disruptions in financial markets and heightened uncertainty about the future. Key components of the project include new measures of uncertainty and development of new tools to estimate flexible empirical and structural models of uncertainty and financial frictions. The project expects to provide policymakers with tools to design effective policies to counteract the effects of heightened uncertainty and financial disruptions. The results of this project are expected to put Australia at the frontier of the international scientific research on the macroeconomic effects of uncertainty and financial frictions.Read moreRead less
The econometrics of gravity models of trade: a re-assessment. This research will lead a much greater understanding of the empirical determinants of trade flows between countries. This project will apply cutting-edge data econometric techniques to the popular Gravity model of international trade flows. These more appropriate techniques will shed more light on some previous puzzling findings, such that regional trade agreements had little, or no, affect on trade.
Estimation of the continuous piecewise linear model and macroeconomic applications. Relationships between economic variables are often characterised by non-linearities. This project develops a method to analyse a type of non-linearity that is frequently encountered in economics and uses this method to study four specific applications concerning the dynamics of inflation, growth, and the exchange rate.
Energy transitions: past, present and future. Uncertainty about the costs of transitioning to a low carbon economy in Australia and other countries will be reduced by improving our knowledge of the costs of reducing fossil fuel use and the role of energy in economic growth. Energy economics research capabilities in Australia will be enhanced.
Towards better multidimensional well-being measurement. The research will develop enhanced multidimensional measures of well-being and provide guidance that will significantly improve their use and interpretation. It will provide insights that will better inform policies aimed at higher well-being levels.