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This paper analyzes the emergence of systemic risk in a network model of interconnected bank balance sheets. Given a shock to asset values of one or several banks, systemic risk in the form of multiple bank defaults depends on the strength of balance sheets and asset market liquidity. The price of bank assets on the secondary market is endogenous in the model, thereby relating funding liquidity to expected solvency - an important stylized fact of banking crises. Based on the concept of a system value at risk, Shapley values are used to define the systemic risk charge levied upon individual banks. Using a parallelized simulated annealing algorithm the properties of an optimal charge are derived. Among other things we find that there is not necessarily a correspondence between a bank's contribution to systemic risk - which determines its risk charge - and the capital that is optimally injected into it to make the financial system more resilient to systemic risk. The analysis has policy implications for the design of optimal bank levies. JEL Classification: G01, G18, G33 Keywords: Systemic Risk, Systemic Risk Charge, Systemic Risk Fund, Macroprudential Supervision, Shapley Value, Financial Network
This thesis consist of three chapters of which each investigates a topic from financial and monetary economics. In the first chapter a novel method to analyze the monetary policy of central banks is presented. In the second chapter (joint work with Professor Michael Binder, Goethe-University Frankfurt) the effects of conditional loan programs of the International Monetary Fund (IMF) on participating countries' output growth are investigated. In the third chapter (joint work with Professor Jan Pieter Krahnen, Goethe-University Frankfurt) a network model of interconnected bank balance sheets which gives rise to systemic risk is developed and used to analyze the implications of a bank levy related to banks' contribution to systemic risk. All three chapters give important insights to the policy design of macroeconomic institutions such as central banks, the IMF, and agencies charged with macroprudential supervision.