Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

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.

Financial Cybersecurity Risk Management

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Author :
Publisher : Apress
ISBN 13 : 1484241940
Total Pages : 276 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Financial Cybersecurity Risk Management by : Paul Rohmeyer

Download or read book Financial Cybersecurity Risk Management written by Paul Rohmeyer and published by Apress. This book was released on 2018-12-13 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understand critical cybersecurity and risk perspectives, insights, and tools for the leaders of complex financial systems and markets. This book offers guidance for decision makers and helps establish a framework for communication between cyber leaders and front-line professionals. Information is provided to help in the analysis of cyber challenges and choosing between risk treatment options. Financial cybersecurity is a complex, systemic risk challenge that includes technological and operational elements. The interconnectedness of financial systems and markets creates dynamic, high-risk environments where organizational security is greatly impacted by the level of security effectiveness of partners, counterparties, and other external organizations. The result is a high-risk environment with a growing need for cooperation between enterprises that are otherwise direct competitors. There is a new normal of continuous attack pressures that produce unprecedented enterprise threats that must be met with an array of countermeasures. Financial Cybersecurity Risk Management explores a range of cybersecurity topics impacting financial enterprises. This includes the threat and vulnerability landscape confronting the financial sector, risk assessment practices and methodologies, and cybersecurity data analytics. Governance perspectives, including executive and board considerations, are analyzed as are the appropriate control measures and executive risk reporting. What You’ll Learn Analyze the threat and vulnerability landscape confronting the financial sector Implement effective technology risk assessment practices and methodologies Craft strategies to treat observed risks in financial systemsImprove the effectiveness of enterprise cybersecurity capabilities Evaluate critical aspects of cybersecurity governance, including executive and board oversight Identify significant cybersecurity operational challenges Consider the impact of the cybersecurity mission across the enterpriseLeverage cybersecurity regulatory and industry standards to help manage financial services risksUse cybersecurity scenarios to measure systemic risks in financial systems environmentsApply key experiences from actual cybersecurity events to develop more robust cybersecurity architectures Who This Book Is For Decision makers, cyber leaders, and front-line professionals, including: chief risk officers, operational risk officers, chief information security officers, chief security officers, chief information officers, enterprise risk managers, cybersecurity operations directors, technology and cybersecurity risk analysts, cybersecurity architects and engineers, and compliance officers

Operational Risk Management

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119549043
Total Pages : 272 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Operational Risk Management by : Ariane Chapelle

Download or read book Operational Risk Management written by Ariane Chapelle and published by John Wiley & Sons. This book was released on 2019-02-04 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: OpRisk Awards 2020 Book of the Year Winner! The Authoritative Guide to the Best Practices in Operational Risk Management Operational Risk Management offers a comprehensive guide that contains a review of the most up-to-date and effective operational risk management practices in the financial services industry. The book provides an essential overview of the current methods and best practices applied in financial companies and also contains advanced tools and techniques developed by the most mature firms in the field. The author explores the range of operational risks such as information security, fraud or reputation damage and details how to put in place an effective program based on the four main risk management activities: risk identification, risk assessment, risk mitigation and risk monitoring. The book also examines some specific types of operational risks that rank high on many firms' risk registers. Drawing on the author's extensive experience working with and advising financial companies, Operational Risk Management is written both for those new to the discipline and for experienced operational risk managers who want to strengthen and consolidate their knowledge.

Financial Risk Management

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119157234
Total Pages : 578 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Financial Risk Management by : Jimmy Skoglund

Download or read book Financial Risk Management written by Jimmy Skoglund and published by John Wiley & Sons. This book was released on 2015-09-04 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: A global banking risk management guide geared toward the practitioner Financial Risk Management presents an in-depth look at banking risk on a global scale, including comprehensive examination of the U.S. Comprehensive Capital Analysis and Review, and the European Banking Authority stress tests. Written by the leaders of global banking risk products and management at SAS, this book provides the most up-to-date information and expert insight into real risk management. The discussion begins with an overview of methods for computing and managing a variety of risk, then moves into a review of the economic foundation of modern risk management and the growing importance of model risk management. Market risk, portfolio credit risk, counterparty credit risk, liquidity risk, profitability analysis, stress testing, and others are dissected and examined, arming you with the strategies you need to construct a robust risk management system. The book takes readers through a journey from basic market risk analysis to major recent advances in all financial risk disciplines seen in the banking industry. The quantitative methodologies are developed with ample business case discussions and examples illustrating how they are used in practice. Chapters devoted to firmwide risk and stress testing cross reference the different methodologies developed for the specific risk areas and explain how they work together at firmwide level. Since risk regulations have driven a lot of the recent practices, the book also relates to the current global regulations in the financial risk areas. Risk management is one of the fastest growing segments of the banking industry, fueled by banks' fundamental intermediary role in the global economy and the industry's profit-driven increase in risk-seeking behavior. This book is the product of the authors' experience in developing and implementing risk analytics in banks around the globe, giving you a comprehensive, quantitative-oriented risk management guide specifically for the practitioner. Compute and manage market, credit, asset, and liability risk Perform macroeconomic stress testing and act on the results Get up to date on regulatory practices and model risk management Examine the structure and construction of financial risk systems Delve into funds transfer pricing, profitability analysis, and more Quantitative capability is increasing with lightning speed, both methodologically and technologically. Risk professionals must keep pace with the changes, and exploit every tool at their disposal. Financial Risk Management is the practitioner's guide to anticipating, mitigating, and preventing risk in the modern banking industry.

Risk Management Technology in Financial Services

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Author :
Publisher : Elsevier
ISBN 13 : 0080498094
Total Pages : 353 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Risk Management Technology in Financial Services by : Dimitris N. Chorafas

Download or read book Risk Management Technology in Financial Services written by Dimitris N. Chorafas and published by Elsevier. This book was released on 2011-04-08 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for professionals in financial services with responsibility for IT and risk management, Dimitris Chorafas surveys the methodology required and IT systems and structures to support it according to Basel II. The book is consistent with the risk management certification process of GARP, as well as the accounting rules of IFRS, based on research the author conducted with IASB. The author provices an in-depth discussion of the types of risk, stress analysis and the use of scenarios, mathematical models, and IT systems and infrastructure requirements.* Written in clear, straightforward style for financial industry executives to provide necessary information for risk control decisionmaking* Consistent with GARP, IFRS and IASB risk management processes and procedures* Explains stress testing and its place in risk control

Operational Risk Management

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119836050
Total Pages : 393 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Operational Risk Management by : Philippa X. Girling

Download or read book Operational Risk Management written by Philippa X. Girling and published by John Wiley & Sons. This book was released on 2022-02-17 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identify, assess, and mitigate operational risk with this practical and authoritative guide In the newly revised second edition of Operational Risk Management: A Complete Guide for Banking and Fintech, accomplished risk executive and expert Philippa Girling delivers an insightful and practical exploration of operational risk in organizations of all sizes. She offers risk professionals and executives the tools, strategies, and best practices they need to mitigate and overcome ever-present operational risk challenges that impact business in all industries. This latest edition includes: Insight into how operational risk can be effectively managed and measured in today's digital banking age. Updates on the latest regulatory guidance on operational risk management requirements in all aspects of the operational risk framework. Updates on the new Basel II capital modeling methodology for operational risk. New explorations of operational risk events in recent years including the impact of the global Covid-19 pandemic. Updated case studies including large events at Wells Fargo, Credit Suisse and Archegos Capital Management. Ideal for executives, managers, and business leaders, Operational Risk Management is also the perfect resource for risk and compliance professionals who wish to refine their abilities to identify, assess, mitigate, and control operational risk.

Risk Management and Regulation

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Author :
Publisher : International Monetary Fund
ISBN 13 : 1484343913
Total Pages : 53 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Risk Management and Regulation by : Tobias Adrian

Download or read book Risk Management and Regulation written by Tobias Adrian and published by International Monetary Fund. This book was released on 2018-08-01 with total page 53 pages. Available in PDF, EPUB and Kindle. Book excerpt: The evolution of risk management has resulted from the interplay of financial crises, risk management practices, and regulatory actions. In the 1970s, research lay the intellectual foundations for the risk management practices that were systematically implemented in the 1980s as bond trading revolutionized Wall Street. Quants developed dynamic hedging, Value-at-Risk, and credit risk models based on the insights of financial economics. In parallel, the Basel I framework created a level playing field among banks across countries. Following the 1987 stock market crash, the near failure of Salomon Brothers, and the failure of Drexel Burnham Lambert, in 1996 the Basel Committee on Banking Supervision published the Market Risk Amendment to the Basel I Capital Accord; the amendment went into effect in 1998. It led to a migration of bank risk management practices toward market risk regulations. The framework was further developed in the Basel II Accord, which, however, from the very beginning, was labeled as being procyclical due to the reliance of capital requirements on contemporaneous volatility estimates. Indeed, the failure to measure and manage risk adequately can be viewed as a key contributor to the 2008 global financial crisis. Subsequent innovations in risk management practices have been dominated by regulatory innovations, including capital and liquidity stress testing, macroprudential surcharges, resolution regimes, and countercyclical capital requirements.

Ecological, Societal, and Technological Risks and the Financial Sector

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Author :
Publisher : Palgrave Macmillan
ISBN 13 : 9783030388577
Total Pages : 436 pages
Book Rating : 4.3/5 (885 download)

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Book Synopsis Ecological, Societal, and Technological Risks and the Financial Sector by : Thomas Walker

Download or read book Ecological, Societal, and Technological Risks and the Financial Sector written by Thomas Walker and published by Palgrave Macmillan. This book was released on 2020-08-07 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s financial sector faces multiple challenges stemming from ecological, societal, and technological risks such as climate change, political extremism, and cyber-attacks. However, these non-traditional risks are yet to be fully identified and measured, in order to ensure their successful management. This edited collection sheds light on the topic by examining the unique measurement and modelling challenges associated with each of these risks, and their interaction with finance. Offering a comprehensive analysis of non-traditional finance risks, the authors provide the basis for developing appropriate risk management techniques. With new approaches to protect against emerging threats to the financial sector, this edited collection will appeal to academics researching sustainability, development finance, and risk management, as well as policy-makers and practitioners within the banking sector.

Financial Risk and Financial Risk Management

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Author :
Publisher : JAI Press Incorporated
ISBN 13 : 9780762308583
Total Pages : 568 pages
Book Rating : 4.3/5 (85 download)

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Book Synopsis Financial Risk and Financial Risk Management by : T. A. Fetherston

Download or read book Financial Risk and Financial Risk Management written by T. A. Fetherston and published by JAI Press Incorporated. This book was released on 2002-05-24 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial risk variables arise in the form of interest rate, foreign exchange, equity and commodity risk. This book provides insight on those risk variables. It aims to provide the laymen and professionals with analysis, theoretical risk measurement models and findings that will extend their understanding of the financial risk environment.

The Technological Revolution in Financial Services

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Author :
Publisher : University of Toronto Press
ISBN 13 : 1487533144
Total Pages : 443 pages
Book Rating : 4.4/5 (875 download)

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Book Synopsis The Technological Revolution in Financial Services by : Michael R. King

Download or read book The Technological Revolution in Financial Services written by Michael R. King and published by University of Toronto Press. This book was released on 2020-08-26 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial services industry is being transformed by heightened regulation, technological disruption, and changing demographics. These structural forces have lowered barriers to entry, increasing competition from within and outside the industry, in the form of entrepreneurial fintech start-ups to large, non-financial technology-based companies. The Technological Revolution in Financial Services is an invaluable resource for those eager to understand the evolving financial industry. This edited volume outlines the strategic implications for financial services firms in North America, Europe, and other advanced economies. The most successful banks, insurance companies, and asset managers will partner with financial technology companies to provide a better and more innovative experience services to retail customers and small businesses. Ultimately this technological revolution will benefit customers and lead to a more open and inclusive financial system.

Finance and Risk Management for International Logistics and the Supply Chain

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Author :
Publisher : Elsevier
ISBN 13 : 0128138319
Total Pages : 344 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Finance and Risk Management for International Logistics and the Supply Chain by : Stephen Gong

Download or read book Finance and Risk Management for International Logistics and the Supply Chain written by Stephen Gong and published by Elsevier. This book was released on 2018-08-23 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finance and Risk Management for International Logistics and the Supply Chain presents a detailed overview of financial and risk management tools, activity-based costing, and multi-criteria decision-making, providing comprehensive guidance for those researching and working in logistics and supply chain management. The book breaks new ground, combining the expertise of leading authorities to analyze and navigate the funding components for these critical transportation functions. As the international logistics and supply chain transportation fields have recently received heavy investments, this research and the theory behind it provide a timely update on risk management, finance and legal and environmental impacts. Users will find sections that address the wide-ranging issues related to this emerging field that are presented from an international and holistic perspective. - Provides a valuable reference covering the full slate of financial issues of interest to global players in the international transport, logistics and supply chain industries - Covers a truly international perspective, addressing a diverse variety of worldwide transport, logistics and supply chain contexts - Features finance and risk-management strategies related to the banking industry, exchange rates, fuel prices, climate-related funding, freight derivatives and legal aspects

Risk Management in Banking

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118660188
Total Pages : 379 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Risk Management in Banking by : Joël Bessis

Download or read book Risk Management in Banking written by Joël Bessis and published by John Wiley & Sons. This book was released on 2015-04-30 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seminal guide to risk management, streamlined and updated Risk Management in Banking is a comprehensive reference for the risk management industry, covering all aspects of the field. Now in its fourth edition, this useful guide has been updated with the latest information on ALM, Basel 3, derivatives, liquidity analysis, market risk, structured products, credit risk, securitizations, and more. The new companion website features slides, worked examples, a solutions manual, and the new streamlined, modular approach allows readers to easily find the information they need. Coverage includes asset liability management, risk-based capital, value at risk, loan portfolio management, capital allocation, and other vital topics, concluding with an examination of the financial crisis through the utilisation of new views such as behavioural finance and nonlinearity of risk. Considered a seminal industry reference since the first edition's release, Risk Management in Banking has been streamlined for easy navigation and updated to reflect the changes in the field, while remaining comprehensive and detailed in approach and coverage. Students and professionals alike will appreciate the extended scope and expert guidance as they: Find all "need-to-know" risk management topics in a single text Discover the latest research and the new practices Understand all aspects of risk management and banking management See the recent crises – and the lessons learned – from a new perspective Risk management is becoming increasingly vital to the banking industry even as it grows more complex. New developments and advancing technology continue to push the field forward, and professionals need to stay up-to-date with in-depth information on the latest practices. Risk Management in Banking provides a comprehensive reference to the most current state of the industry, with complete information and expert guidance.

Operational Risk Management

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118532457
Total Pages : 354 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Operational Risk Management by : Philippa X. Girling

Download or read book Operational Risk Management written by Philippa X. Girling and published by John Wiley & Sons. This book was released on 2013-10-14 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: A best practices guide to all of the elements of an effective operational risk framework While many organizations know how important operational risks are, they still continue to struggle with the best ways to identify and manage them. Organizations of all sizes and in all industries need best practices for identifying and managing key operational risks, if they intend on exceling in today's dynamic environment. Operational Risk Management fills this need by providing both the new and experienced operational risk professional with all of the tools and best practices needed to implement a successful operational risk framework. It also provides real-life examples of successful methods and tools you can use while facing the cultural challenges that are prevalent in this field. Contains informative post-mortems on some of the most notorious operational risk events of our time Explores the future of operational risk in the current regulatory environment Written by a recognized global expert on operational risk An effective operational risk framework is essential for today's organizations. This book will put you in a better position to develop one and use it to identify, assess, control, and mitigate any potential risks of this nature.

Risk Management

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Author :
Publisher : Nova Science Publishers
ISBN 13 : 9781633214965
Total Pages : 0 pages
Book Rating : 4.2/5 (149 download)

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Book Synopsis Risk Management by : Danijela Miloš Sprčić

Download or read book Risk Management written by Danijela Miloš Sprčić and published by Nova Science Publishers. This book was released on 2014 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effective risk management is considered to be a leading competitive advantage that determines the survival and success of the company in an uncertain global environment. The global financial crisis has focused attention to the proper identification, analysis and management of key corporate risks, as inadequate risk assessment and management have been identified as one of the main causes of a failure or financial difficulties of numerous organizations worldwide. Hence, inadequate risk management has become a problem of broader social interests, resulting in different regulatory actions like Troubled Asset Relief Program, the Federal Reserve guidance, new rules from the Securities and Exchange Commission as well as in recommendations of the OECD and the European Commission on the necessary changes in the existing risk management systems.

Disrupting Finance

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Author :
Publisher : Springer
ISBN 13 : 3030023303
Total Pages : 194 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Disrupting Finance by : Theo Lynn

Download or read book Disrupting Finance written by Theo Lynn and published by Springer. This book was released on 2018-12-06 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access Pivot demonstrates how a variety of technologies act as innovation catalysts within the banking and financial services sector. Traditional banks and financial services are under increasing competition from global IT companies such as Google, Apple, Amazon and PayPal whilst facing pressure from investors to reduce costs, increase agility and improve customer retention. Technologies such as blockchain, cloud computing, mobile technologies, big data analytics and social media therefore have perhaps more potential in this industry and area of business than any other. This book defines a fintech ecosystem for the 21st century, providing a state-of-the art review of current literature, suggesting avenues for new research and offering perspectives from business, technology and industry.

Risk Management in Electronic Banking

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470822430
Total Pages : 287 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Risk Management in Electronic Banking by : Jayaram Kondabagil

Download or read book Risk Management in Electronic Banking written by Jayaram Kondabagil and published by John Wiley & Sons. This book was released on 2007-10-26 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, based on international standards, provides a one-step reference to all aspects of risk management in an electronic banking environment.

The Risks of Financial Institutions

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Author :
Publisher : University of Chicago Press
ISBN 13 : 0226092984
Total Pages : 669 pages
Book Rating : 4.2/5 (26 download)

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Book Synopsis The Risks of Financial Institutions by : Mark Carey

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.