Systemic Risk Modeling: How Theory Can Meet Statistics
Title | Systemic Risk Modeling: How Theory Can Meet Statistics PDF eBook |
Author | Mr.Raphael A Espinoza |
Publisher | International Monetary Fund |
Pages | 39 |
Release | 2020-03-13 |
Genre | Business & Economics |
ISBN | 1513536176 |
We propose a framework to link empirical models of systemic risk to theoretical network/ general equilibrium models used to understand the channels of transmission of systemic risk. The theoretical model allows for systemic risk due to interbank counterparty risk, common asset exposures/fire sales, and a “Minsky" cycle of optimism. The empirical model uses stock market and CDS spreads data to estimate a multivariate density of equity returns and to compute the expected equity return for each bank, conditional on a bad macro-outcome. Theses “cross-sectional" moments are used to re-calibrate the theoretical model and estimate the importance of the Minsky cycle of optimism in driving systemic risk.
Quantifying Systemic Risk
Title | Quantifying Systemic Risk PDF eBook |
Author | Joseph G. Haubrich |
Publisher | University of Chicago Press |
Pages | 286 |
Release | 2013-01-24 |
Genre | Business & Economics |
ISBN | 0226319288 |
In the aftermath of the recent financial crisis, the federal government has pursued significant regulatory reforms, including proposals to measure and monitor systemic risk. However, there is much debate about how this might be accomplished quantitatively and objectively—or whether this is even possible. A key issue is determining the appropriate trade-offs between risk and reward from a policy and social welfare perspective given the potential negative impact of crises. One of the first books to address the challenges of measuring statistical risk from a system-wide persepective, Quantifying Systemic Risk looks at the means of measuring systemic risk and explores alternative approaches. Among the topics discussed are the challenges of tying regulations to specific quantitative measures, the effects of learning and adaptation on the evolution of the market, and the distinction between the shocks that start a crisis and the mechanisms that enable it to grow.
Extreme and Systemic Risk Analysis
Title | Extreme and Systemic Risk Analysis PDF eBook |
Author | Stefan Hochrainer-Stigler |
Publisher | Springer Nature |
Pages | 166 |
Release | 2020-04-06 |
Genre | Nature |
ISBN | 9811526893 |
This book is about how extreme and systemic risk can be analyzed in an integrated way. Risk analysis is understood to include measurement, assessment as well as management aspects. Integration is understood as being able to perform risk analysis for extreme and systemic events simultaneously. The presented approach is based on Sklar's theorem, which states that a multivariate distribution can be separated into two parts – one describing the marginal distributions and the other describing the dependency between the distributions using a so-called copula. It is suggested to reinterpret Sklar's theorem from a system or network perspective, treating copulas as a network property and individual, including extreme, risk as elements within the network. In that way, extreme and systemic risk can be analyzed independently as well as jointly across several scales. The book is intended for a large audience, and all techniques presented are guided with examples and applications with a special focus on natural disaster events. Furthermore, an extensive literature and discussion of it are given in each chapter for the interested reader.
Risk Topography
Title | Risk Topography PDF eBook |
Author | Markus Brunnermeier |
Publisher | University of Chicago Press |
Pages | 286 |
Release | 2014-10-17 |
Genre | Business & Economics |
ISBN | 022609264X |
The recent financial crisis and the difficulty of using mainstream macroeconomic models to accurately monitor and assess systemic risk have stimulated new analyses of how we measure economic activity and the development of more sophisticated models in which the financial sector plays a greater role. Markus Brunnermeier and Arvind Krishnamurthy have assembled contributions from leading academic researchers, central bankers, and other financial-market experts to explore the possibilities for advancing macroeconomic modeling in order to achieve more accurate economic measurement. Essays in this volume focus on the development of models capable of highlighting the vulnerabilities that leave the economy susceptible to adverse feedback loops and liquidity spirals. While these types of vulnerabilities have often been identified, they have not been consistently measured. In a financial world of increasing complexity and uncertainty, this volume is an invaluable resource for policymakers working to improve current measurement systems and for academics concerned with conceptualizing effective measurement.
Systemic Contingent Claims Analysis
Title | Systemic Contingent Claims Analysis PDF eBook |
Author | Mr.Andreas A. Jobst |
Publisher | International Monetary Fund |
Pages | 93 |
Release | 2013-02-27 |
Genre | Business & Economics |
ISBN | 1475557531 |
The recent global financial crisis has forced a re-examination of risk transmission in the financial sector and how it affects financial stability. Current macroprudential policy and surveillance (MPS) efforts are aimed establishing a regulatory framework that helps mitigate the risk from systemic linkages with a view towards enhancing the resilience of the financial sector. This paper presents a forward-looking framework ("Systemic CCA") to measure systemic solvency risk based on market-implied expected losses of financial institutions with practical applications for the financial sector risk management and the system-wide capital assessment in top-down stress testing. The suggested approach uses advanced contingent claims analysis (CCA) to generate aggregate estimates of the joint default risk of multiple institutions as a conditional tail expectation using multivariate extreme value theory (EVT). In addition, the framework also helps quantify the individual contributions to systemic risk and contingent liabilities of the financial sector during times of stress.
Making Electricity Resilient
Title | Making Electricity Resilient PDF eBook |
Author | Antti Silvast |
Publisher | Routledge |
Pages | 157 |
Release | 2017-04-21 |
Genre | Business & Economics |
ISBN | 1315306093 |
Energy risk and security have become topical matters in Western and international policy discussions; ranging from international climate change mitigation to investment in energy infrastructures to support economic growth and more sustainable energy provisions. As such, ensuring the resilience of more sustainable energy infrastructures against disruptions has become a growing concern for high-level policy makers. Drawing on interviews, participant observation, policy analysis, and survey research, this book unpacks the work of the authorities, electricity companies, and lay persons that keeps energy systems from failing and helps them to recover from disruptions if they occur. The book explores a number of important issues: the historical security policy of energy infrastructures; control rooms where electricity is traded and maintained in real time; and electricity consumers in their homes. Presenting case studies from Finland and Scandinavia, with comparisons to the United States, the United Kingdom, and the European Union at large, Making Electricity Resilient offers a detailed and innovative analysis of long-term priorities and short-term dynamics in energy risk and resilience. This book will be of great interest to students and scholars of energy policy and security, and science and technology studies.
The Handbook of Global Shadow Banking, Volume I
Title | The Handbook of Global Shadow Banking, Volume I PDF eBook |
Author | Luc Nijs |
Publisher | Springer Nature |
Pages | 822 |
Release | 2020-06-30 |
Genre | Business & Economics |
ISBN | 3030347435 |
This global handbook provides an up-to-date and comprehensive overview of shadow banking, or market-based finance as it has been recently coined. Engaging in financial intermediary services outside of normal regulatory parameters, the shadow banking sector was arguably a critical factor in causing the 2007-2009 financial crisis. This volume focuses specifically on shadow banking activities, risk, policy and regulatory issues. It evaluates the nexus between policy design and regulatory output around the world, paying attention to the concept of risk in all its dimensions—the legal, financial, market, economic and monetary perspectives. Particular attention is given to spillover risk, contagion risk and systemic risk and their positioning and relevance in shadow banking activities. Newly introduced and incoming policies are evaluated in detail, as well as how risk is managed, observed and assessed, and how new regulation can potentially create new sources of risk. Volume I concludes with analysis of what will and still needs to happen in the event of another crisis. Proposing innovative suggestions for improvement, including a novel Pigovian tax to tame financial and systemic risks, this handbook is a must-read for professionals and policy-makers within the banking sector, as well as those researching economics and finance.