Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the ....Change Detection in Causal Relationships and Measurement of Systemic Risk. Empirical measures of interconnectedness between financial institutions based on tests of Granger causality are currently used in detecting systemic risk. However, researchers need to define periods of calm and stress exogenously in order to implement these tests appropriately. This project aims to develop a new procedure to identify changes in causal relationships and the timing of these changes. The new approach has the potential to be a significant improvement in the real-time identification of emerging turmoil in financial markets and provide an improved method for the detection of systemic risk. The new test procedure will be implemented using data for financial and non-financial institutions across Europe, the US and Australia.Read moreRead less
Household mortgage choice: theoretical and empirical evidence. A house is often the largest component of household assets, and financing its purchase involves choosing a mortgage product from many alternatives. Inefficiencies and incompleteness in mortgage markets have important consequences. This project uncovers theoretical and empirical evidence on why Australians choose particular mortgage products.
Detecting financial contagion using high frequency data. Financial crises spread extraordinarily quickly. However, existing tools for measuring this spread use relatively low frequency data. This project develops tools for measuring and detecting periods of stress and the effects of financial contagion in financial markets, using high frequency data based on recorded transaction prices.
Endgame: managing superannuation in later life. This project aims to come up with strategies for improving superannuation advice for the elderly - including retirees, and also those on the cusp of retirement, who often have little or no scope for working harder or longer to restore their finances. It applies recent developments in financial economics to improve the quality of financial planning advice.
Discovery Early Career Researcher Award - Grant ID: DE190100840
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from h ....Monitoring financial bubbles using high-frequency data. This project aims to develop an econometric procedure for monitoring speculative behaviour, often labelled as bubbles, in financial markets. There has been widespread recognition that financial speculation can inflict harm on the real economy. Crises or recessions are often preceded by excessive asset market speculation. This project will utilise intraday information for bubble detection and address major technical challenges arising from high-frequency financial data. It is expected to significantly improve the speed and accuracy of bubble detection, thereby providing more timely and precise warning alerts for investment decisions, market surveillance and policy action.Read moreRead less
Understanding and overcoming confusion in consumer financial decisions. This project aims to develop consumer-centred approaches to reducing the harmful effects of confusion in financial decisions by studying superannuation investment and home loan decisions where confused choices are individually and collectively costly. The project intends to develop comprehensive models to capture the full complexity of financial products and the diverse preferences and capability of consumers, then to use ad ....Understanding and overcoming confusion in consumer financial decisions. This project aims to develop consumer-centred approaches to reducing the harmful effects of confusion in financial decisions by studying superannuation investment and home loan decisions where confused choices are individually and collectively costly. The project intends to develop comprehensive models to capture the full complexity of financial products and the diverse preferences and capability of consumers, then to use advanced statistical methods to estimate the benefits of clearer decision-making. The outcomes of this project includes new models of complex financial decisions, and a better understanding of where confusion arises and the effects it may have. Decreased confusion will raise financial well-being and help communities become more resilient to financial shocks.Read moreRead less
Gross credit flows, credit reallocation, and the macroeconomy. This project aims to construct measures of credit reallocation from regulatory bank-level data for Australia and other countries. The project intends to develop empirical models able to evaluate the role of credit reallocation on aggregate output and a theoretical model with search and match frictions to evaluate quantitatively the role of bank credit in explaining macroeconomic outcomes. The project expects to provide significant be ....Gross credit flows, credit reallocation, and the macroeconomy. This project aims to construct measures of credit reallocation from regulatory bank-level data for Australia and other countries. The project intends to develop empirical models able to evaluate the role of credit reallocation on aggregate output and a theoretical model with search and match frictions to evaluate quantitatively the role of bank credit in explaining macroeconomic outcomes. The project expects to provide significant benefits for policymakers for assessing the interplay between monetary and credit policy, formulating macroeconomic and macro prudential policies, and shedding light on the causes of productivity dynamics in Australia, boosting its comparative advantage.Read moreRead less
Measuring the effect of monetary policy on the economy. This project aims to measure the effect of monetary policy on the economy, notably consumption and investment, in Australia and the US. This research intends to fill a gap in the empirical macroeconomic literature, which focuses on the supply side of the economy. This project will account for unstable economic conditions caused by institutional or behavioural changes, such as financial development / liberalisation and preference shocks, in ....Measuring the effect of monetary policy on the economy. This project aims to measure the effect of monetary policy on the economy, notably consumption and investment, in Australia and the US. This research intends to fill a gap in the empirical macroeconomic literature, which focuses on the supply side of the economy. This project will account for unstable economic conditions caused by institutional or behavioural changes, such as financial development / liberalisation and preference shocks, in the analysis; and develop econometric methods tailored for application to models with time varying parameters. This project expects to contribute to understanding the economy’s recent unresponsiveness to monetary policy.Read moreRead less
Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them di ....Computational methods for solving modern asset pricing models. This project aims to solve a broad range of asset pricing models. Movements in asset prices affect private investors, public sector finances, wealth distribution and business activity levels. Economists have tried to build better models of asset prices, moving away from hyper-rationality and towards realistic features including heterogeneity, habit persistence and bounded rationality. These models’ additional complexity makes them difficult to solve or to apply to real world problems. The project will use modern hardware and computational tools, insights from economics literature and numerical analysis to provide a set of solution methods for such asset pricing models. This is expected to improve policy analysis and decision making under uncertainty.Read moreRead less
Reaching for tax breaks: Household financial decisions and tax policy. The project aims to investigate how two tax incentives – franking credits and negative gearing of investments – impact individual taxpayer risk-taking behaviour, voluntary savings and retirement outcomes. The project will develop a new measure of tax efficiency based on if, and how, individuals take advantage of franking credits and negative gearing. It will identify what factors drive the use of franking credits and negativ ....Reaching for tax breaks: Household financial decisions and tax policy. The project aims to investigate how two tax incentives – franking credits and negative gearing of investments – impact individual taxpayer risk-taking behaviour, voluntary savings and retirement outcomes. The project will develop a new measure of tax efficiency based on if, and how, individuals take advantage of franking credits and negative gearing. It will identify what factors drive the use of franking credits and negative gearing and whether their use is associated with better retirement outcomes. The findings of the project will potentially lead to an improvement in individuals’ financial literacy, retirement outcomes and reduce reliance on the aged pension.Read moreRead less