Solving and estimating dynamic models of strategic interaction. This project aims to investigate how firms interact with each other through time and how these interactions drive both the operation of, and value created in, economic markets. While recent theoretical models predominantly capture the complexity of these dynamic interactions, the methods for testing these models’ predictions against observed data do not. Instead, they are based on a range of simplifying assumptions that undermine th ....Solving and estimating dynamic models of strategic interaction. This project aims to investigate how firms interact with each other through time and how these interactions drive both the operation of, and value created in, economic markets. While recent theoretical models predominantly capture the complexity of these dynamic interactions, the methods for testing these models’ predictions against observed data do not. Instead, they are based on a range of simplifying assumptions that undermine the reliability of their analysis. This project will develop statistical and computational methods to better understand observed economic behaviour. By allowing the effects of proposed economic interventions and regulations ex ante, this project will support the development of more efficient and better-targeted policies in every area of the economy.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