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Choice and Classification in complex and adversarial environments. Any policy must take account of individuals' incentives to strategically manipulate. Mechanism Design is an area of economic theory that addresses precisely this. In its theoretical development however, it overlooks practical constraints for monitoring behavior. For instance, for fraud detection and credit scoring, automated statistical machine learning models discussed in computer science (CS) are used. Here, we constrain ....Choice and Classification in complex and adversarial environments. Any policy must take account of individuals' incentives to strategically manipulate. Mechanism Design is an area of economic theory that addresses precisely this. In its theoretical development however, it overlooks practical constraints for monitoring behavior. For instance, for fraud detection and credit scoring, automated statistical machine learning models discussed in computer science (CS) are used. Here, we constrain monitoring strategies to be such algorithms and address the monitoring of a population of individuals or a similarly constrained large adversary. Notable cross disciplinary implications exist forRead moreRead less
Strategic Thought and Prediction in Strategic Environments. Game theory is now an integral tool for economics and business. It helps predict behavior in strategic environments and thus answers important questions: What form of auction to use in the pending sale of 3G spectrum? How should the government sell its bonds? How to detect implict collusion among companies? What division of benefits of joint research ventures will attract maximum participation?
This project aims to greatly increas ....Strategic Thought and Prediction in Strategic Environments. Game theory is now an integral tool for economics and business. It helps predict behavior in strategic environments and thus answers important questions: What form of auction to use in the pending sale of 3G spectrum? How should the government sell its bonds? How to detect implict collusion among companies? What division of benefits of joint research ventures will attract maximum participation?
This project aims to greatly increase the predictive power of game theory and provide decisive answers to questions such as above. This is achieved by developing a theory that relates individuals' current behavior to their experiences in analogous environments in the past.
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Linear and non-linear Price Decentralization. General equilibrium theory provides the conceptual foundation for our understanding of efficiency and welfare economics. However, at present it does not provide for an adequate understanding in many seetings: for instance, in the case of incomplete financial markets and markets with imperfect information. This project is part of the ongoing and broad research program in the Economic Theory Center of The University of Melbourne on general equilibriu ....Linear and non-linear Price Decentralization. General equilibrium theory provides the conceptual foundation for our understanding of efficiency and welfare economics. However, at present it does not provide for an adequate understanding in many seetings: for instance, in the case of incomplete financial markets and markets with imperfect information. This project is part of the ongoing and broad research program in the Economic Theory Center of The University of Melbourne on general equilibrium theory and mathematical economics. It seeks to extend the classical theory of price decentralization and rectify some of the defects of modern general equilibrium theory.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE170101183
Funder
Australian Research Council
Funding Amount
$322,404.00
Summary
Information sharing in networks and the allocation of medical appointments. The project aims to research social networks and the normative allocation of invisible goods. It will study information sharing in social networks and the allocation of consultant led appointments to patients. This project is intended to benefit society, public policy and health by showing how social networks’ design options affect users’ welfare and the network owner’s revenue.
Risk and Australian public policy. This project will develop fundamentally new approaches to the theory of risk and uncertainty and their role in the design and management of complex projects and policy initiatives. The results will be applied to the central economic policy choices facing Australia; those connected with globalisation and microeconomic reform. This project will show how the latest advances in economic theory can help to illuminate the major issues in the Australian public debate, ....Risk and Australian public policy. This project will develop fundamentally new approaches to the theory of risk and uncertainty and their role in the design and management of complex projects and policy initiatives. The results will be applied to the central economic policy choices facing Australia; those connected with globalisation and microeconomic reform. This project will show how the latest advances in economic theory can help to illuminate the major issues in the Australian public debate, from the role of government and the market to the assessment of standards of living. The project will also help to bridge the gap between economics and other social sciences.Read moreRead less
Theoretically-motivated Long-term Internet Network Adoption Based on Short Time-series: Understanding the Diffusion of an Enabling Network Technology. A recent Government policy concerns innovation as a driver of long-term industry growth and a major determinant of global competitiveness. In particular, the Internet is a ?backbone? infrastructure for the conduct e-commerce, and enables efficiency benefits and product innovations to be realized in other sectors, e.g., banking, finance, health and ....Theoretically-motivated Long-term Internet Network Adoption Based on Short Time-series: Understanding the Diffusion of an Enabling Network Technology. A recent Government policy concerns innovation as a driver of long-term industry growth and a major determinant of global competitiveness. In particular, the Internet is a ?backbone? infrastructure for the conduct e-commerce, and enables efficiency benefits and product innovations to be realized in other sectors, e.g., banking, finance, health and tourism. This study estimates the network effect critical to forecasting Internet growth. Moreover, a structural model enhances understanding of underlying Internet dynamics and impacts on general economic conditions. Importantly, methods developed here apply to any network industry, and many non-network industries characterised by strong complementarity relations.Read moreRead less
State-contingent analysis of productivity, efficiency and innovation. Productivity growth is a fundamental precondition for sustainable improvements in living standards. The main drivers of productivity growth are technological innovation and improvements in the efficiency of resource use. Effective public policy in this area requires identification of these components. This project develops improved productivity measurement methods that are applicable in economic environments characterised b ....State-contingent analysis of productivity, efficiency and innovation. Productivity growth is a fundamental precondition for sustainable improvements in living standards. The main drivers of productivity growth are technological innovation and improvements in the efficiency of resource use. Effective public policy in this area requires identification of these components. This project develops improved productivity measurement methods that are applicable in economic environments characterised by production and/or demand uncertainty. The methods will be used to obtain improved estimates of rates of innovation and changes in the relative efficiency of selected Australian enterprises. The empirical results will inform National Competition Policy and the process of microeconomic reform.Read moreRead less
Social Network Analysis: Social Media, Peer Effects and the Environment. The aims of this proposal are to better understand the role of networks in different activities such as social media, education, crime and environment-friendly behaviour. The project expects to help inform the design and practice of policies for education and environmental authorities, police and media markets. Social networks are pervasive in Australia. The project tackles issues of criminal gangs in Australian cities, the ....Social Network Analysis: Social Media, Peer Effects and the Environment. The aims of this proposal are to better understand the role of networks in different activities such as social media, education, crime and environment-friendly behaviour. The project expects to help inform the design and practice of policies for education and environmental authorities, police and media markets. Social networks are pervasive in Australia. The project tackles issues of criminal gangs in Australian cities, the political system and environment-friendly behaviours. This project is at the frontier of work in the economics of networks, with expected outcomes to include new models and methods to better understand the impact of social networks. Benefits include clear policy recommendations to improve welfare in Australian society.Read moreRead less
Games and decisions with bounded rationality: theory and economic implications. This project will develop concepts and tools for decision making in complex environments, where it is impossible to fully characterise the possible outcomes and factors that may affect them. A central goal will be to integrate heuristic rules such as the precautionary principle with the more formal approach adopted in benefit-cost analysis.
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