Download or read book Financial Statements Based Bank Risk Aggregation written by Jianping Li and published by Springer Nature. This book was released on 2022-03-15 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book proposes a bank risk aggregation framework based on financial statements. Specifically, bank risk aggregation is of great importance to maintain stable operation of banking industry and prevent financial crisis. A major obstacle to bank risk management is the problem of data shortage, which makes many quantitative risk aggregation approaches typically fail. Recently, to overcome the problem of inaccurate total risk results caused by the shortage of risk data, some researchers have proposed a series of financial statements-based bank risk aggregation approaches. However, the existing studies have drawbacks of low frequency and time lag of financial statements data and usually ignore off-balance sheet business risk in bank risk aggregation. Thus, by reviewing the research progress in bank risk aggregation based on financial statements and improving the drawbacks of existing methods, this book proposes a bank risk aggregation framework based on financial statements. It makes full use of information recorded in financial statements, including income statement, on- and off-balance sheet assets, and textual risk disclosures, which solves the problem of data shortage in bank risk aggregation to some extent and improves the reliability and rationality of bank risk aggregation results. This book not only improves the theoretical studies of bank risk aggregation, but also provides an important support for the capital allocation of the banking industry in practice. Thus, this book has theoretical and practical importance for bank managers and researchers of bank risk management.
Download or read book Analyzing Banking Risk written by Hennie van Greuning and published by World Bank Publications. This book was released on 2009-03-31 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of topics focusing on assessment, analysis, and management of financial risks in banking. The publication emphasizes risk-management principles and stresses that key players in the corporate governance process are accountable for managing the different dimensions of financial risk. This third edition remains faithful to the objectives of the original publication. A significant new edition is the inclusion of chapters on the management of the treasury function. Advances made by the Basel Committee on Banking Supervision are reflected in the chapters on capital adequacy, transparency, and banking supervision. This publication should be of interest to a wide body of users of bank financial data. The target audience includes persons responsible for the analysis of banks and for the senior management or organizations directing their efforts.
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.
Download or read book Handbook Of Financial Econometrics Mathematics Statistics And Machine Learning In 4 Volumes written by Cheng Few Lee and published by World Scientific. This book was released on 2020-07-30 with total page 5053 pages. Available in PDF, EPUB and Kindle. Book excerpt: This four-volume handbook covers important concepts and tools used in the fields of financial econometrics, mathematics, statistics, and machine learning. Econometric methods have been applied in asset pricing, corporate finance, international finance, options and futures, risk management, and in stress testing for financial institutions. This handbook discusses a variety of econometric methods, including single equation multiple regression, simultaneous equation regression, and panel data analysis, among others. It also covers statistical distributions, such as the binomial and log normal distributions, in light of their applications to portfolio theory and asset management in addition to their use in research regarding options and futures contracts.In both theory and methodology, we need to rely upon mathematics, which includes linear algebra, geometry, differential equations, Stochastic differential equation (Ito calculus), optimization, constrained optimization, and others. These forms of mathematics have been used to derive capital market line, security market line (capital asset pricing model), option pricing model, portfolio analysis, and others.In recent times, an increased importance has been given to computer technology in financial research. Different computer languages and programming techniques are important tools for empirical research in finance. Hence, simulation, machine learning, big data, and financial payments are explored in this handbook.Led by Distinguished Professor Cheng Few Lee from Rutgers University, this multi-volume work integrates theoretical, methodological, and practical issues based on his years of academic and industry experience.
Download or read book Towards a Financial Statement Based Approach to Modeling Systemic Risk in Insurance and Banking written by Garud Iyengar and published by . This book was released on 2017 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the important limitations of the SRISK measure of systemic risk, proposed by Brownlees and Engle and Acharya, Engle and Richardson, is its reliance on stock market data without much validation against the institutions' fundamentals based on its financial statements. We propose a financial statement based approach to estimating the vulnerability of an institution to a systemic event (labeled CRISK). We illustrate our approach for three business models: a life insurer (Prudential), a property and casualty insurer (Chubb) and an investment bank (J.P. Morgan Chase). We also validate CRISK using AIG's capital shortfall during the 2008 financial crisis. Our approach reveals that SRISK is likely to (i) overstate (misstate) capital requirements for life insurers (P&C insurers); and (ii) to overstate capital requirements for banks heavily reliant on FDIC insured deposits. We recommend using the market based SRISK measure as a first cut filter to identify systemically important institutions. The analyst can refine the list and validate the expected capital shortfall number using CRISK or a detailed financial statement analysis of the kind we advocate in this paper.
Download or read book ALM Modeling and Balance Sheet Optimization written by Diogo Gobira and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-07-24 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: ALM Modeling and Balance Sheet Optimization is a comprehensive book that combines theoretical exploration with practical guidance and code examples on implementing a balance sheet optimization model. The book emphasizes the use of stochastic dynamic programming to develop a deep and holistic understanding of the banking problem. Encompassing the entire implementation stack – spanning from data layers to the specification of decision variables, business and regulatory constraints, objective functions, modeling strategies, solving techniques, debugging, and reporting – this book serves as a comprehensive guide for constructing highly effective balance optimization models from scratch, enabling the maximization of banking outcomes. Readers will learn how to build a mathematical model capable of generating projections for portfolios; balance sheet, income and cash flow statements; capital, and risk measures in real-world scenarios. This practical approach is particularly valuable for professionals involved in integrated stress testing, capital adequacy assessment, financial planning, and optimization tasks. In essence, the book offers valuable insights into the challenges of balance sheet optimization, providing readers with the necessary tools to build their own dynamic and comprehensive ALM models.
Download or read book Analyzing and Managing Banking Risk written by Hennie van Greuning and published by World Bank Publications. This book was released on 2003 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication aims to complement existing methodologies by establishing a comprehensive framework for the assessment of banks, not only by using financial data, but also by considering corporate governance. It argues that each of the key players in the corporate governance process (such as shareholders, directors, executive managers, and internal and external auditors) is responsible for some component of financial and operational risk management. Following a holistic overview of bank analysis in Chapter 2, the importance of banking supervision in the context of corporate governance is discussed in Chapter 3. This chapter also considers the partnership approach and the emerging framework for corporate governance and risk management, as well as the identification and allocation of tasks as part of the risk management process. The framework for risk management is further discussed in Chapters 4 through 11.
Download or read book Risk Disclosure in the European Banking Industry written by Salvatore Polizzi and published by Springer Nature. This book was released on 2022-02-02 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book analyses the use of qualitative and quantitative content analysis methodologies for risk disclosure practices in the European banking industry. While doing so, it assesses the level of transparency of financial and non-financial reports by focusing on the information disclosed to the public with reference to risk exposure and management. By drawing upon both qualitative and quantitative techniques, the book proposes two different methodological approaches to assess the information European financial institutions provide to the public with reference to the risk disclosure and derivative disclosure in their annual financial reports. These methodologies are subsequently employed to carry out empirical analyses on samples of European banks. By exploiting the points of strength of both qualitative and quantitative content analysis methodologies, this book offers insights into the advantages and disadvantages of these methodologies. The book is a must-read for academics and researchers that analyze disclosure practices of financial and non-financial firms, as well as financial analysts and other practitioners that are interested in assessing the level of transparency and evaluating the disclosures of financial and non-financial firms, especially, but not exclusively, with reference to risk disclosure and derivative disclosure.
Download or read book International Convergence of Capital Measurement and Capital Standards written by and published by Lulu.com. This book was released on 2004 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Advances in Investment Analysis and Portfolio Management New Series Vol 9 written by Cheng F. Lee and published by Center for PBBEFR & Ainosco Press. This book was released on 2019-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Investment Analysis and Portfolio Management (New Series) is an annual publication designed to disseminate developments in the area of investment analysis and portfolio management. The publication is a forum for statistical and quantitative analyses of issues in security analysis, portfolio management, options, futures, and other related issues. The objective is to promote interaction between academic research in finance, economics, and accounting and applied research in the financial community.
Download or read book Financial Soundness Indicators written by International Monetary Fund and published by International Monetary Fund. This book was released on 2006-04-04 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Soundness Indicators (FSIs) are measures that indicate the current financial health and soundness of a country's financial institutions, and their corporate and household counterparts. FSIs include both aggregated individual institution data and indicators that are representative of the markets in which the financial institutions operate. FSIs are calculated and disseminated for the purpose of supporting macroprudential analysis--the assessment and surveillance of the strengths and vulnerabilities of financial systems--with a view to strengthening financial stability and limiting the likelihood of financial crises. Financial Soundness Indicators: Compilation Guide is intended to give guidance on the concepts, sources, and compilation and dissemination techniques underlying FSIs; to encourage the use and cross-country comparison of these data; and, thereby, to support national and international surveillance of financial systems.
Download or read book Interaction of Market and Credit Risk written by Klaus Böcker and published by . This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Data Science written by Jing He and published by Springer Nature. This book was released on 2020-02-01 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Data Science, ICDS 2019, held in Ningbo, China, during May 2019. The 64 revised full papers presented were carefully reviewed and selected from 210 submissions. The research papers cover the areas of Advancement of Data Science and Smart City Applications, Theory of Data Science, Data Science of People and Health, Web of Data, Data Science of Trust and Internet of Things.
Download or read book Handbook of Financial Data and Risk Information I written by Margarita S. Brose and published by Cambridge University Press. This book was released on 2014 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: Volume I examines the business and regulatory context that makes risk information so important. A vast set of quantitative techniques, internal risk measurement and governance processes, and supervisory reporting rules have grown up over time, all with important implications for modeling and managing risk information. Without an understanding of the broader forces at work, it is all too easy to get lost in the details. -- Back cover.
Download or read book Risk Assessment and Financial Regulation in Emerging Markets Banking written by Alexander M. Karminsky and published by Springer Nature. This book was released on 2021-05-11 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes various approaches in modelling financial risks and compiling ratings. Focusing on emerging markets, it illustrates how risk assessment is performed and analyses the use of machine learning methods for financial risk assessment and measurement. It not only offers readers insights into the differences between emerging and developed markets, but also helps them understand the development of risk management approaches for banks. Highlighting current problems connected with the evaluation and modelling of financial risks in the banking sector of emerging markets, the book presents the methodologies applied to credit and market financial risks and integrated and payment risks, and discusses the outcomes. In addition it explores the systemic risks and innovations in banking and risk management by analyzing the features of risk measurement in emerging countries. Lastly, it demonstrates the aggregation of approaches to financial risk for emerging financial markets, comparing the experiences of various countries, including Russia, Belarus, China and Brazil.
Download or read book Analyzing Financial Statements written by Thomas P. Carlin and published by . This book was released on 1993 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aimed at commercial loan officers and officer trainees familiar with basic accounting principles and practices, this text details how to use advanced analytical techniques, including sensitivity analysis and operation leverage as well as providing the practice necessary to construct and analyze long-run, multiple year forecasts of income statements and balance sheets.
Download or read book A Mixed Approach to Risk Aggregation written by Jimmy Skoglund and published by . This book was released on 2013 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk aggregation is the roll-up of low-level risks or sub-risks to higher levels. Risk management for banks or insurance institutions involves risk measurement and risk control at the individual risk level, including market risk, credit risk, and operational risks and also the aggregated risk of these individual risks. To determine the total enterprise risk for a financial institution, all risks must be aggregated. An accurate estimation of the total risk is necessary to control and manage the risk. Risk aggregation is a challenge because it requires an aggregated view of various levels of reporting risks, with differences in metrics, and differences in data sources, etc. It is especially complex to aggregate risk when the joint dependence between all the individual risks has to be specified. Indeed, a common view of the dependence between all individual risks may not be available. It is well known that the copula approach provides a way of isolating the marginal behavior of individual risks from the description of their dependence structure. Further, allowing a mixed approach to specify copula dependence between individual risks allows that risk dependence to be specified step by step. That is, decomposed in partial sums which are more easily understood. Mixed copula aggregation does not fully specify the joint distribution but rather provides the minimum amount of information to determine the aggregate risk. This approach allows users to specify different dependence characteristics as is needed and the model complexity can be adjusted to the complexity required by the aggregation.
