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Author: Michael Eichhorn Publisher: Walter de Gruyter GmbH & Co KG ISBN: 3110644959 Category : Business & Economics Languages : en Pages : 483
Book Description
Reverse stress testing was introduced in risk management as a regulatory tool for financial institutions more than a decade ago. The recent Covid-19 crisis illustrates its relevance and highlights the need for a systematic re-thinking of tail risks in the banking sector. This book addresses the need for practical guidance describing the entire reverse stress testing process. Reverse Stress Testing in Banking features contributions from a diverse range of established practitioners and academics. Organized in six parts, the book presents a series of contributions providing an in-depth understanding of: Regulatory requirements and ways to address them Quantitative and qualitative approaches to apply reverse stress testing at different levels – from investment portfolios and individual banks to the entire banking system The use of artificial intelligence, machine learning and quantum computing to gain insights into and address banks’ structural weaknesses Opportunities to co-integrate reverse stress testing with recovery and resolution planning Governance and processes for board members and C-suite executives Readers will benefit from the case studies, use cases from practitioners, discussion questions, recommendations and innovative practices provided in this insightful and pioneering book.
Author: Michael Eichhorn Publisher: Walter de Gruyter GmbH & Co KG ISBN: 3110644959 Category : Business & Economics Languages : en Pages : 483
Book Description
Reverse stress testing was introduced in risk management as a regulatory tool for financial institutions more than a decade ago. The recent Covid-19 crisis illustrates its relevance and highlights the need for a systematic re-thinking of tail risks in the banking sector. This book addresses the need for practical guidance describing the entire reverse stress testing process. Reverse Stress Testing in Banking features contributions from a diverse range of established practitioners and academics. Organized in six parts, the book presents a series of contributions providing an in-depth understanding of: Regulatory requirements and ways to address them Quantitative and qualitative approaches to apply reverse stress testing at different levels – from investment portfolios and individual banks to the entire banking system The use of artificial intelligence, machine learning and quantum computing to gain insights into and address banks’ structural weaknesses Opportunities to co-integrate reverse stress testing with recovery and resolution planning Governance and processes for board members and C-suite executives Readers will benefit from the case studies, use cases from practitioners, discussion questions, recommendations and innovative practices provided in this insightful and pioneering book.
Author: Assad Bouayoun Publisher: Wiley ISBN: 9781119621058 Category : Business & Economics Languages : en Pages : 220
Book Description
A practioner’s guide to quantitative reverse stress testing, featuring advanced solutions for better management of financial risks Whether you manage a portfolio, a business unit or a bank, you must ensure that a sudden shock in the markets won’t drive you out of business because of a large loss, a jump in capital utilisation or an increase in funding consumption . In financial risk management, reverse stress testing is the attempt to identify worst case scenarios causing maximum financial loss. Traditional stress testing methods have failed to avert the last financial crisis or highlight financial distress. . Every so often some regulators and risk managers specify stress scenarios with simplifications that create a false sense of safety. To avoid a combinatorial explosion, a number of arbitrary choices are usually made in relation to the level of each shock, their combination and the time horizon. These assumptions, although necessary, limit the effectiveness of this technique. Quantitative Reverse Stress Testing: Hunting for the Black Swan offers a more natural approach to identifying the realistic scenario provoking the largest losses. It also provides a means to understand the impact of extreme events and how to mitigate them while introducing technological advances and the adapted mathematical tools that have made it possible to solve this type of quantitative finance problems. You’ll see how mitigation strategies can be more accurate and better targeted, reducing risk, cost of funding and regulatory capital. With this book, you’ll have access to a comprehensive guide to crucial aspects of reverse stress testing. · Get an introduction to a rigorous mathematical framework to quantitative reverse stress testing · Consider different heuristics, one of them based on annealing, to solve theoptimisation problem · Review solution implementation, system infrastructure design and integration into the financial risk management of a firm · Read related case studies from a variety of industries If it’s time to move your approach to reverse stress testing forward, this guide offers real solutions tooptimisation and cost issues. Get a guide that supports a more informed approach to testing and financial risk management as it helps to protect vital business interests.
Author: Michael Eichhorn Publisher: Walter de Gruyter GmbH & Co KG ISBN: 3110644959 Category : Business & Economics Languages : en Pages : 483
Book Description
Reverse stress testing was introduced in risk management as a regulatory tool for financial institutions more than a decade ago. The recent Covid-19 crisis illustrates its relevance and highlights the need for a systematic re-thinking of tail risks in the banking sector. This book addresses the need for practical guidance describing the entire reverse stress testing process. Reverse Stress Testing in Banking features contributions from a diverse range of established practitioners and academics. Organized in six parts, the book presents a series of contributions providing an in-depth understanding of: Regulatory requirements and ways to address them Quantitative and qualitative approaches to apply reverse stress testing at different levels – from investment portfolios and individual banks to the entire banking system The use of artificial intelligence, machine learning and quantum computing to gain insights into and address banks’ structural weaknesses Opportunities to co-integrate reverse stress testing with recovery and resolution planning Governance and processes for board members and C-suite executives Readers will benefit from the case studies, use cases from practitioners, discussion questions, recommendations and innovative practices provided in this insightful and pioneering book.
Author: Tiziano Bellini Publisher: Academic Press ISBN: 0128036117 Category : Mathematics Languages : en Pages : 318
Book Description
Stress Testing and Risk Integration in Banks provides a comprehensive view of the risk management activity by means of the stress testing process. An introduction to multivariate time series modeling paves the way to scenario analysis in order to assess a bank resilience against adverse macroeconomic conditions. Assets and liabilities are jointly studied to highlight the key issues that a risk manager needs to face. A multi-national bank prototype is used all over the book for diving into market, credit, and operational stress testing. Interest rate, liquidity and other major risks are also studied together with the former to outline how to implement a fully integrated risk management toolkit. Examples, business cases, and exercises worked in Matlab and R facilitate readers to develop their own models and methodologies. Provides a rigorous statistical framework for modeling stress test in line with U.S. Federal Reserve FRB CCAR (Comprehensive Capital Analysis Review), U.K. PRA (Prudential Regulatory Authority), EBA (European Baning Authorithy) and comply with Basel Accord requirements Follows an integrated bottom-up approach central in the most advanced risk modelling practice Provides numerous sample codes in Matlab and R
Author: Mr.Tobias Adrian Publisher: International Monetary Fund ISBN: 1513520741 Category : Business & Economics Languages : en Pages : 73
Book Description
This paper explains specifics of stress testing at the IMF. After a brief section on the evolution of stress tests at the IMF, the paper presents the key steps of an IMF staff stress test. They are followed by a discussion on how IMF staff uses stress tests results for policy advice. The paper concludes by identifying remaining challenges to make stress tests more useful for the monitoring of financial stability and an overview of IMF staff work program in that direction. Stress tests help assess the resilience of financial systems in IMF member countries and underpin policy advice to preserve or restore financial stability. This assessment and advice are mainly provided through the Financial Sector Assessment Program (FSAP). IMF staff also provide technical assistance in stress testing to many its member countries. An IMF macroprudential stress test is a methodology to assess financial vulnerabilities that can trigger systemic risk and the need of systemwide mitigating measures. The definition of systemic risk as used by the IMF is relevant to understanding the role of its stress tests as tools for financial surveillance and the IMF’s current work program. IMF stress tests primarily apply to depository intermediaries, and, systemically important banks.
Author: Mr.Andreas A. Jobst Publisher: International Monetary Fund ISBN: 149832455X Category : Business & Economics Languages : en Pages : 84
Book Description
Over the last decade, stress testing has become a central aspect of the Fund’s bilateral and multilateral surveillance work. Recently, more emphasis has also been placed on the role of insurance for financial stability analysis. This paper reviews the current state of system-wide solvency stress tests for insurance based on a comparative review of national practices and the experiences from Fund’s FSAP program with the aim of providing practical guidelines for the coherent and consistent implementation of such exercises. The paper also offers recommendations on improving the current insurance stress testing approaches and presentation of results.
Author: Ms.Li L. Ong Publisher: International Monetary Fund ISBN: 1455210897 Category : Business & Economics Languages : en Pages : 24
Book Description
Stress testing has become the risk management tool du jour in the wake of the global financial crisis. In countries where the information reported by financial institutions is considered to be of sufficiently good quality, and supervisory and regulatory standards are high, stress tests can be of significant value. In contrast, the proliferation of stress testing in underdeveloped financial systems with weak oversight regimes is fraught with uncertainties, as it is unclear what the results actually represent and how they could be usefully applied. In this paper, problems associated with stress tests using weak data are examined. We offer a potentially more useful alternative, the "breaking point" method, which also requires close coordination with on-site supervision and complemented by other supervisory tools and qualitative information. Excel spreadsheet templates of the stress tests presented in this paper are provided.
Author: Moorad Choudhry Publisher: John Wiley & Sons ISBN: 1119755689 Category : Business & Economics Languages : en Pages : 868
Book Description
A timely and robust discussion of responsible bank stewardship and practice. The Second Edition of The Principles of Banking offers banking professionals, regulators, and students from a variety of backgrounds an authoritative and practical discussion of the foundations of modern banking and good banking practice. In the book, you'll find a comprehensive roadmap to a more sustainable business model for your banking organization. The author draws on his many years' experience as a commercial and investment banker as he explains the original principles of banking—including sound lending policy, capital management, and liquidity risk management—as well as new material covering the impact of COVID-19 on banks, risk management, and balance sheet management. The Principles of Banking also provides recommendations for bank asset-liability management best practices that enable banks to deliver optimized balance sheets for the benefit of all stakeholders. It also includes new chapters in market risk management, foreign exchange risk management, interest rate risk, and credit risk policy and management. An essential update to a widely read and taught banking text, The Principles of Banking, Second Edition is an indispensable resource for banking professionals and students everywhere.
Author: Jimmy Skoglund Publisher: John Wiley & Sons ISBN: 1119157234 Category : Business & Economics Languages : en Pages : 578
Book Description
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.
Author: Michael Eichhorn
Author: Michael Eichhorn
Author: Assad Bouayoun
Author: Tiziano Bellini
Author: Mr.Tobias Adrian
Author: Mr.Andreas A. Jobst
Author: 
Author: Ms.Li L. Ong
Author: Moorad Choudhry
Author: Jimmy Skoglund