Stress Testing And Risk Integration In Banks
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Stress Testing And Risk Integration In Banks
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Author : Tiziano Bellini
language : en
Publisher: Academic Press
Release Date : 2016-11-26
Stress Testing And Risk Integration In Banks written by Tiziano Bellini and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-26 with Business & Economics categories.
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
Reverse Stress Testing In Banking
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Author : Michael Eichhorn
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-05-10
Reverse Stress Testing In Banking written by Michael Eichhorn and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-10 with Business & Economics categories.
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.
From Stress To Costress
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Author : Mr.Rodolfo Maino
language : en
Publisher: International Monetary Fund
Release Date : 2012-02-01
From Stress To Costress written by Mr.Rodolfo Maino and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-01 with Business & Economics categories.
This paper presents an integrated framework for assessing systemic risk. The framework models banks’ capital asset ratios as a function of future losses and credit growth using a generalized method of moments to calibrate shocks to credit quality and credit growth. The analysis is complemented by a simple measure of systemic risk, which captures tail risk comovement among banks in the system. The main contribution of this paper is to advance a simple framework to integrate systemic risk scenarios that assess the impact of aggregate and idiosyncratic factors. The analysis is based on CreditRisk+, which uses analytical techniques—similar to those applied in the insurance industry - to estimate banks’ credit portfolio loss distributions, making no assumptions about the cause of default.
Stress Testing At The Imf
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Author : Mr.Tobias Adrian
language : en
Publisher: International Monetary Fund
Release Date : 2020-02-05
Stress Testing At The Imf written by Mr.Tobias Adrian and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-05 with Business & Economics categories.
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.
Stress Testing Financial Systems
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Author : Mr.Matthew T Jones
language : en
Publisher: International Monetary Fund
Release Date : 2004-09-27
Stress Testing Financial Systems written by Mr.Matthew T Jones and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-09-27 with Business & Economics categories.
Stress testing is becoming a widely used tool to assess potential vulnerabilities in a financial system. This booklet is intended to answer some of the basic questions that may arise as part of the process of stress testing. The pamphlet begins with a discussion of stress testing in a financial system context, highlighting some of the differences between stress tests of systems and of individual portfolios. The booklet provides an overview of the process itself, from identifying vulnerabilities, to constructing scenarios, to interpreting the results. The experience of the IMF in conducting stress testing as part of the Financial Sector Assessment Program (FSAP) is also discussed.
Ifrs 9 And Cecl Credit Risk Modelling And Validation
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Author : Tiziano Bellini
language : en
Publisher: Academic Press
Release Date : 2019-02-08
Ifrs 9 And Cecl Credit Risk Modelling And Validation written by Tiziano Bellini and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-08 with Business & Economics categories.
IFRS 9 and CECL Credit Risk Modelling and Validation covers a hot topic in risk management. Both IFRS 9 and CECL accounting standards require Banks to adopt a new perspective in assessing Expected Credit Losses. The book explores a wide range of models and corresponding validation procedures. The most traditional regression analyses pave the way to more innovative methods like machine learning, survival analysis, and competing risk modelling. Special attention is then devoted to scarce data and low default portfolios. A practical approach inspires the learning journey. In each section the theoretical dissertation is accompanied by Examples and Case Studies worked in R and SAS, the most widely used software packages used by practitioners in Credit Risk Management. Offers a broad survey that explains which models work best for mortgage, small business, cards, commercial real estate, commercial loans and other credit products Concentrates on specific aspects of the modelling process by focusing on lifetime estimates Provides an hands-on approach to enable readers to perform model development, validation and audit of credit risk models
Market Based Structural Top Down Stress Tests Of The Banking System
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Author : Mr.Jorge A. Chan-Lau
language : en
Publisher: International Monetary Fund
Release Date : 2013-04-10
Market Based Structural Top Down Stress Tests Of The Banking System written by Mr.Jorge A. Chan-Lau and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-10 with Business & Economics categories.
Despite increased need for top-down stress tests of financial institutions, performing them is challenging owing to the absence of granular information on banks’ trading and loan portfolios. To deal with these data shortcomings, this paper presents a market-based structural top-down stress testing methodology that relies in market-based measures of a bank's probability of default and structural models of default risk to infer the capital losses they could experience in stress scenarios. As an illustration, the methodology is applied to a set of banks in an advanced emerging market economy.
United Kingdom
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Author : International Monetary Fund. Monetary and Capital Markets Department
language : en
Publisher: International Monetary Fund
Release Date : 2016-06-17
United Kingdom written by International Monetary Fund. Monetary and Capital Markets Department and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-17 with Business & Economics categories.
This paper discusses how Financial Sector Assessment Program (FSAP) stress test assesses the resilience of the banking sector as a whole rather than the capital adequacy of individual institutions. The FSAP approach to stress testing is essentially macroprudential: it focuses on resilience of the broader financial system to adverse macro-financial conditions rather than on resilience of individual banks to specific shocks. This test ensures consistency in macroeconomic scenarios and metrics across firms to facilitate the assessment of the banking system as a whole. The stress test analysis is intended to help country authorities to identify key sources of systemic risk in the banking sector and inform macroprudential policies to enhance its resilience to absorb shocks.
People S Republic Of China Hong Kong Special Administrative Region
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Author : International Monetary Fund. Monetary and Capital Markets Department
language : en
Publisher: International Monetary Fund
Release Date : 2014-07-17
People S Republic Of China Hong Kong Special Administrative Region written by International Monetary Fund. Monetary and Capital Markets Department and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-17 with Business & Economics categories.
This Technical Note on Stress Testing the Banking Supervision was prepared in the context of the Financial Sector Assessment Program (FSAP) for the People’s Republic of China–Hong Kong Special Administrative Region (HKSAR). Bank liquidity tests focus on sudden, sizable withdrawals of funding and the sufficiency of existing assets to withstand those shocks under stressed conditions. The stress test results confirm a high degree of resilience of the sector. This reflects the strength of the banks at the starting position, which reduces their fundamental vulnerability to shocks. Banks in HKSAR hold very high levels of capital, are very profitable, and have a low level of asset impairments amid stable funding profiles. The Hong Kong Monetary Authority is encouraged to continue its integration of risk-based supervision in the development of stress test scenarios for macroprudential policy and surveillance. Banking supervisors routinely conduct stress tests and, from time to time, modify relevant assumptions in order to support thematic reviews of identified vulnerabilities against emerging risks.
Stress Testing Financial Systems
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Author : Mr.Paul Louis Ceriel Hilbers
language : en
Publisher: International Monetary Fund
Release Date : 2004-07-01
Stress Testing Financial Systems written by Mr.Paul Louis Ceriel Hilbers and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-07-01 with Business & Economics categories.
Stress testing is becoming a widely used tool to assess potential vulnerabilities in a financial system. This paper is intended to answer some of the basic questions that may arise as part of the process of stress testing. The paper begins with a discussion of stress testing in a financial system context, highlighting some of the differences between stress tests of systems and of individual portfolios. The paper provides an overview of the process itself, from identifying vulnerabilities, to constructing scenarios, to interpreting the results. The experience of the IMF in conducting stress testing as part of the Financial Sector Assessment Program (FSAP) is also discussed.