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Author : Deniz Erdemlioglu
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (139 download)
Download or read book Systemic Tail Risk: High-frequency Measurement, Evidence and Implications written by Deniz Erdemlioglu and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Brian Weller
Publisher :
ISBN 13 :
Total Pages : 61 pages
Book Rating : 4.:/5 (13 download)
Download or read book Measuring Tail Risks at High Frequency written by Brian Weller and published by . This book was released on 2018 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: I exploit information in the cross section of bid-ask spreads to develop a new measure of extreme event risk. Spreads embed tail risk information because liquidity providers require compensation for the possibility of sharp changes in asset values. I show that simple regressions relating spreads and trading volume to factor betas recover this information and deliver high-frequency tail risk estimates for common factors in stock returns. My methodology disentangles financial and aggregate market risks during the 2007-2008 Financial Crisis; quantifies jump risks associated with Federal Open Market Committee announcements; and anticipates an extreme liquidity shock before the 2010 Flash Crash.
Author : Joseph G. Haubrich
Publisher : University of Chicago Press
ISBN 13 : 0226319288
Total Pages : 286 pages
Book Rating : 4.2/5 (263 download)
Download or read book Quantifying Systemic Risk written by Joseph G. Haubrich and published by University of Chicago Press. This book was released on 2013-01-24 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Walter Mattli
Publisher : Oxford University Press
ISBN 13 : 0192564870
Total Pages : 385 pages
Book Rating : 4.1/5 (925 download)
Download or read book Global Algorithmic Capital Markets written by Walter Mattli and published by Oxford University Press. This book was released on 2018-12-20 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global capital markets have undergone fundamental transformations in recent years and, as a result, have become extraordinarily complex and opaque. Trading space is no longer measured in minutes or seconds but in time units beyond human perception: milliseconds, microseconds, and even nanoseconds. Technological advances have thus scaled up imperceptible and previously irrelevant time differences into operationally manageable and enormously profitable business opportunities for those with the proper high-tech trading tools. These tools include the fastest private communication and trading lines, the most powerful computers and sophisticated algorithms capable of speedily analysing incoming news and trading data and determining optimal trading strategies in microseconds, as well as the possession of gigantic collections of historic and real-time market data. Fragmented capital markets are also becoming a rapidly growing reality in Europe and Asia, and are an established feature of U.S. trading. This raises urgent market governance issues that have largely been overlooked. Global Algorithmic Capital Markets seeks to understand how recent market transformations are affecting core public policy objectives such as investor protection and reduction of systemic risk, as well as fairness, efficiency, and transparency. The operation and health of capital markets affect all of us and have profound implications for equality and justice in society. This unique set of chapters by leading scholars, industry insiders, and regulators discusses ways to strengthen market governance for the benefit of society at whole.
Author : Mr.Nassim N. Taleb
Publisher : International Monetary Fund
ISBN 13 : 1475505663
Total Pages : 24 pages
Book Rating : 4.4/5 (755 download)
Download or read book A New Heuristic Measure of Fragility and Tail Risks written by Mr.Nassim N. Taleb and published by International Monetary Fund. This book was released on 2012-08-01 with total page 24 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a simple heuristic measure of tail risk, which is applied to individual bank stress tests and to public debt. Stress testing can be seen as a first order test of the level of potential negative outcomes in response to tail shocks. However, the results of stress testing can be misleading in the presence of model error and the uncertainty attending parameters and their estimation. The heuristic can be seen as a second order stress test to detect nonlinearities in the tails that can lead to fragility, i.e., provide additional information on the robustness of stress tests. It also shows how the measure can be used to assess the robustness of public debt forecasts, an important issue in many countries. The heuristic measure outlined here can be used in a variety of situations to ascertain an ordinal ranking of fragility to tail risks.
Author : Andreas R. Dombret
Publisher : Edward Elgar Publishing
ISBN 13 : 1782547843
Total Pages : 556 pages
Book Rating : 4.7/5 (825 download)
Download or read book Stability of the Financial System written by Andreas R. Dombret and published by Edward Elgar Publishing. This book was released on 2013-01-01 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: ÔFinancial stability is necessary. To achieve this common target an on-going dialogue is required between industry, policymakers, academia and other relevant stakeholders. This book provides a welcome and refreshing perspective from different standpoints on the issues at stake, and reminds us of the remaining work ahead.Õ Ð Axel Weber, Chair of Supervisory Board, UBS ÔSince 2008, financial stability has moved to the center of the policy stage. This volume, combining contributions from leading policy makers and academics, is the essential introduction to the issues. Must reading.Õ Ð Barry Eichengreen, George C. Pardee and Helen N. Pardee Professor of Economics and Political Science, University of California, Berkeley, US ÔThere was a world BC (Before Crisis) and there will be a world AD (After Deleveraging) Ð the challenge is to create an effective, efficient yet stable and sustainable financial system for this Ònew worldÓ. This book provides the most comprehensive and thought-provoking basis for action I have seen so far.Õ Ð Paul Achleitner, Chair of Supervisory Board Deutsche Bank AG ÔFinancial stability is an overarching goal. In open and democratic societies, ensuring financial stability is a matter of interest not only to central bankers, academics and financial market players, but also to all well-informed citizens. This book provides an excellent basis for a wide-ranging and rewarding debate.Õ Ð Thomas J. Jordan, Chairman of the Governing Board of the Swiss National Bank ÔThe financial crisis demonstrated conclusively that for central bankers and other policymakers financial stability must always be of paramount concern, for without it the macroeconomy will perform badly and monetary policy will lose its effectiveness. This book underscores the importance of financial stability, laying out the key issues and what must be done to avoid such disasters in the future.Õ Ð William C. Dudley, President of the Federal Reserve Bank of New York, US In the aftermath of the financial crisis, new financial market regulation is being implemented, and increasing numbers of countries are establishing new legislation for macroprudential oversight. Against this backdrop, this thought provoking book provides a platform for the leading international experts to discuss and encourage future debate on financial stability. The breadth and scope of the issues addressed reflect the challenge of developing and consistently implementing a coherent set of financial reforms to promote financial stability. The book advocates the development of financial reforms that are effective in striking the optimal balance between realizing the enormous benefits of efficient financial intermediation, capital allocation and risk management on the one hand, and controlling systemic risks and maintaining financial stability on the other. Making an important contribution to deepening our understanding of the many facets of financial stability, this book will prove a challenging read for policy makers, regulators and central bankers as well as for researchers and scholars in the fields of economics, money, finance and banking.
Author : Chen Zhou
Publisher :
ISBN 13 :
Total Pages : 40 pages
Book Rating : 4.:/5 (931 download)
Download or read book Systematic Tail Risk written by Chen Zhou and published by . This book was released on 2013 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Mr.Andreas A. Jobst
Publisher : International Monetary Fund
ISBN 13 : 1475557531
Total Pages : 93 pages
Book Rating : 4.4/5 (755 download)
Download or read book Systemic Contingent Claims Analysis written by Mr.Andreas A. Jobst and published by International Monetary Fund. This book was released on 2013-02-27 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : Wan-Chien Chiu
Publisher :
ISBN 13 :
Total Pages : 49 pages
Book Rating : 4.:/5 (13 download)
Download or read book Measuring Systemic Risk written by Wan-Chien Chiu and published by . This book was released on 2014 with total page 49 pages. Available in PDF, EPUB and Kindle. Book excerpt: We model systemic risk by including a common factor exposure to market-wide shocks and an exposure to tail dependence effects arising from linkages among extreme stock returns. Specifically our model allows for the firm-specific impact of infrequent and extreme events. When a jump occurs, its impact is in the same direction for all firms (either positive or negative), but its size and volatility are firm-specific. Based on the model we compute three measures of systemic risk: DD, NoD and ESR. Empirical results using data on the four sectors of the U.S. financial industry from 1996 to 2011 suggest that simultaneous extreme negative movements across large financial institutions are stronger in bear markets than in bull markets. Disregarding the impact of the tail dependence element implies a downward bias in the measurement of systemic risk especially during weak economic times. Two measures based on the Broker-Dealers sector (DD, NoD) and one measure (ESR) based on the Insurance sector lead the St. Louis Fed Financial Stress Index (STLFSI).
Author : François M. Longin
Publisher :
ISBN 13 :
Total Pages : 44 pages
Book Rating : 4.X/5 (6 download)
Download or read book Extreme Correlation of International Equity Markets written by François M. Longin and published by . This book was released on 2000 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Carol Alexander
Publisher : John Wiley & Sons
ISBN 13 : 0470997990
Total Pages : 1691 pages
Book Rating : 4.4/5 (79 download)
Download or read book Market Risk Analysis, Boxset written by Carol Alexander and published by John Wiley & Sons. This book was released on 2009-02-24 with total page 1691 pages. Available in PDF, EPUB and Kindle. Book excerpt: Market Risk Analysis is the most comprehensive, rigorous and detailed resource available on market risk analysis. Written as a series of four interlinked volumes each title is self-contained, although numerous cross-references to other volumes enable readers to obtain further background knowledge and information about financial applications. Volume I: Quantitative Methods in Finance covers the essential mathematical and financial background for subsequent volumes. Although many readers will already be familiar with this material, few competing texts contain such a complete and pedagogical exposition of all the basic quantitative concepts required for market risk analysis. There are six comprehensive chapters covering all the calculus, linear algebra, probability and statistics, numerical methods and portfolio mathematics that are necessary for market risk analysis. This is an ideal background text for a Masters course in finance. Volume II: Practical Financial Econometrics provides a detailed understanding of financial econometrics, with applications to asset pricing and fund management as well as to market risk analysis. It covers equity factor models, including a detailed analysis of the Barra model and tracking error, principal component analysis, volatility and correlation, GARCH, cointegration, copulas, Markov switching, quantile regression, discrete choice models, non-linear regression, forecasting and model evaluation. Volume III: Pricing, Hedging and Trading Financial Instruments has five very long chapters on the pricing, hedging and trading of bonds and swaps, futures and forwards, options and volatility as well detailed descriptions of mapping portfolios of these financial instruments to their risk factors. There are numerous examples, all coded in interactive Excel spreadsheets, including many pricing formulae for exotic options but excluding the calibration of stochastic volatility models, for which Matlab code is provided. The chapters on options and volatility together constitute 50% of the book, the slightly longer chapter on volatility concentrating on the dynamic properties the two volatility surfaces the implied and the local volatility surfaces that accompany an option pricing model, with particular reference to hedging. Volume IV: Value at Risk Models builds on the three previous volumes to provide by far the most comprehensive and detailed treatment of market VaR models that is currently available in any textbook. The exposition starts at an elementary level but, as in all the other volumes, the pedagogical approach accompanied by numerous interactive Excel spreadsheets allows readers to experience the application of parametric linear, historical simulation and Monte Carlo VaR models to increasingly complex portfolios. Starting with simple positions, after a few chapters we apply value-at-risk models to interest rate sensitive portfolios, large international securities portfolios, commodity futures, path dependent options and much else. This rigorous treatment includes many new results and applications to regulatory and economic capital allocation, measurement of VaR model risk and stress testing.
Author : Tobias Adrian
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)
Download or read book Financial Stability Monitoring written by Tobias Adrian and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a recently released New York Fed staff report, we present a forward-looking monitoring program to identify and track time-varying sources of systemic risk.
Author : Darrell Duffie
Publisher : Princeton University Press
ISBN 13 : 1400829208
Total Pages : 488 pages
Book Rating : 4.4/5 (8 download)
Download or read book Dynamic Asset Pricing Theory written by Darrell Duffie and published by Princeton University Press. This book was released on 2010-01-27 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a thoroughly updated edition of Dynamic Asset Pricing Theory, the standard text for doctoral students and researchers on the theory of asset pricing and portfolio selection in multiperiod settings under uncertainty. The asset pricing results are based on the three increasingly restrictive assumptions: absence of arbitrage, single-agent optimality, and equilibrium. These results are unified with two key concepts, state prices and martingales. Technicalities are given relatively little emphasis, so as to draw connections between these concepts and to make plain the similarities between discrete and continuous-time models. Readers will be particularly intrigued by this latest edition's most significant new feature: a chapter on corporate securities that offers alternative approaches to the valuation of corporate debt. Also, while much of the continuous-time portion of the theory is based on Brownian motion, this third edition introduces jumps--for example, those associated with Poisson arrivals--in order to accommodate surprise events such as bond defaults. Applications include term-structure models, derivative valuation, and hedging methods. Numerical methods covered include Monte Carlo simulation and finite-difference solutions for partial differential equations. Each chapter provides extensive problem exercises and notes to the literature. A system of appendixes reviews the necessary mathematical concepts. And references have been updated throughout. With this new edition, Dynamic Asset Pricing Theory remains at the head of the field.
Author : Mark Carey
Publisher : University of Chicago Press
ISBN 13 : 0226092984
Total Pages : 669 pages
Book Rating : 4.2/5 (26 download)
Download or read book The Risks of Financial Institutions written by Mark Carey and published by University of Chicago Press. This book was released on 2007-11-01 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: Until about twenty years ago, the consensus view on the cause of financial-system distress was fairly simple: a run on one bank could easily turn to a panic involving runs on all banks, destroying some and disrupting the financial system. Since then, however, a series of events—such as emerging-market debt crises, bond-market meltdowns, and the Long-Term Capital Management episode—has forced a rethinking of the risks facing financial institutions and the tools available to measure and manage these risks. The Risks of Financial Institutions examines the various risks affecting financial institutions and explores a variety of methods to help institutions and regulators more accurately measure and forecast risk. The contributors--from academic institutions, regulatory organizations, and banking--bring a wide range of perspectives and experience to the issue. The result is a volume that points a way forward to greater financial stability and better risk management of financial institutions.
Author : Andreas Jobst
Publisher : International Monetary Fund
ISBN 13 : 1475505590
Total Pages : 70 pages
Book Rating : 4.4/5 (755 download)
Download or read book Measuring Systemic Risk-Adjusted Liquidity (SRL) written by Andreas Jobst and published by International Monetary Fund. This book was released on 2012-08-01 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: Little progress has been made so far in addressing—in a comprehensive way—the externalities caused by impact of the interconnectedness within institutions and markets on funding and market liquidity risk within financial systems. The Systemic Risk-adjusted Liquidity (SRL) model combines option pricing with market information and balance sheet data to generate a probabilistic measure of the frequency and severity of multiple entities experiencing a joint liquidity event. It links a firm’s maturity mismatch between assets and liabilities impacting the stability of its funding with those characteristics of other firms, subject to individual changes in risk profiles and common changes in market conditions. This approach can then be used (i) to quantify an individual institution’s time-varying contribution to system-wide liquidity shortfalls and (ii) to price liquidity risk within a macroprudential framework that, if used to motivate a capital charge or insurance premia, provides incentives for liquidity managers to internalize the systemic risk of their decisions. The model can also accommodate a stress testing approach for institution-specific and/or general funding shocks that generate estimates of systemic liquidity risk (and associated charges) under adverse scenarios.
Author : Markus Brunnermeier
Publisher : University of Chicago Press
ISBN 13 : 022609264X
Total Pages : 286 pages
Book Rating : 4.2/5 (26 download)
Download or read book Risk Topography written by Markus Brunnermeier and published by University of Chicago Press. This book was released on 2014-10-17 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Author : El Bachir Boukherouaa
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
