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Analytical Techniques In The Assessment Of Credit Risk
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Book Synopsis Analytical Techniques in the Assessment of Credit Risk by : Michalis Doumpos
Download or read book Analytical Techniques in the Assessment of Credit Risk written by Michalis Doumpos and published by Springer. This book was released on 2018-09-29 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unique, focused introduction to the analytical skills, methods and techniques in the assessment of credit risk that are necessary to tackle and analyze complex credit problems. It employs models and techniques from operations research and management science to investigate more closely risk models for applications within the banking industry and in financial markets. Furthermore, the book presents the advances and trends in model development and validation for credit scoring/rating, the recent regulatory requirements and the current best practices. Using examples and fully worked case applications, the book is a valuable resource for advanced courses in financial risk management, but also helpful to researchers and professionals working in financial and business analytics, financial modeling, credit risk analysis, and decision science.
Book Synopsis Credit Risk Analytics by : Bart Baesens
Download or read book Credit Risk Analytics written by Bart Baesens and published by John Wiley & Sons. This book was released on 2016-09-19 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: The long-awaited, comprehensive guide to practical credit risk modeling Credit Risk Analytics provides a targeted training guide for risk managers looking to efficiently build or validate in-house models for credit risk management. Combining theory with practice, this book walks you through the fundamentals of credit risk management and shows you how to implement these concepts using the SAS credit risk management program, with helpful code provided. Coverage includes data analysis and preprocessing, credit scoring; PD and LGD estimation and forecasting, low default portfolios, correlation modeling and estimation, validation, implementation of prudential regulation, stress testing of existing modeling concepts, and more, to provide a one-stop tutorial and reference for credit risk analytics. The companion website offers examples of both real and simulated credit portfolio data to help you more easily implement the concepts discussed, and the expert author team provides practical insight on this real-world intersection of finance, statistics, and analytics. SAS is the preferred software for credit risk modeling due to its functionality and ability to process large amounts of data. This book shows you how to exploit the capabilities of this high-powered package to create clean, accurate credit risk management models. Understand the general concepts of credit risk management Validate and stress-test existing models Access working examples based on both real and simulated data Learn useful code for implementing and validating models in SAS Despite the high demand for in-house models, there is little comprehensive training available; practitioners are left to comb through piece-meal resources, executive training courses, and consultancies to cobble together the information they need. This book ends the search by providing a comprehensive, focused resource backed by expert guidance. Credit Risk Analytics is the reference every risk manager needs to streamline the modeling process.
Book Synopsis The Practice of Lending by : Terence M. Yhip
Download or read book The Practice of Lending written by Terence M. Yhip and published by Springer Nature. This book was released on 2020-02-25 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive treatment of credit risk assessment and credit risk rating that meets the Advanced Internal Risk-Based (AIRB) approach of Basel II. Credit risk analysis looks at many risks and this book covers all the critical areas that credit professionals need to know, including country analysis, industry analysis, financial analysis, business analysis, and management analysis. Organized under two methodological approaches to credit analysis—a criteria-based approach, which is a hybrid of expert judgement and purely mathematical methodologies, and a mathematical approach using regression analysis to model default probability—the book covers a cross-section of industries including passenger airline, commercial real estate, and commercial banking. In three parts, the sections focus on hybrid models, statistical models, and credit management. While the book provides theory and principles, its emphasis is on practical applications, and will appeal to credit practitioners in the banking and investment community alongside college and university students who are preparing for a career in lending.
Book Synopsis Credit Risk Management by : Tony Van Gestel
Download or read book Credit Risk Management written by Tony Van Gestel and published by Oxford University Press. This book was released on 2009 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This first of three volumes on credit risk management, providing a thorough introduction to financial risk management and modelling.
Book Synopsis Managing Credit Risk by : John B. Caouette
Download or read book Managing Credit Risk written by John B. Caouette and published by John Wiley & Sons. This book was released on 1998-11-03 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first full analysis of the latest advances in managing credit risk. "Against a backdrop of radical industry evolution, the authors of Managing Credit Risk: The Next Great Financial Challenge provide a concise and practical overview of these dramatic market and technical developments in a book which is destined to become a standard reference in the field." -Thomas C. Wilson, Partner, McKinsey & Company, Inc. "Managing Credit Risk is an outstanding intellectual achievement. The authors have provided investors a comprehensive view of the state of credit analysis at the end of the millennium." -Martin S. Fridson, Financial Analysts Journal. "This book provides a comprehensive review of credit risk management that should be compulsory reading for not only those who are responsible for such risk but also for financial analysts and investors. An important addition to a significant but neglected subject." -B.J. Ranson, Senior Vice-President, Portfolio Management, Bank of Montreal. The phenomenal growth of the credit markets has spawned a powerful array of new instruments for managing credit risk, but until now there has been no single source of information and commentary on them. In Managing Credit Risk, three highly regarded professionals in the field have-for the first time-gathered state-of-the-art information on the tools, techniques, and vehicles available today for managing credit risk. Throughout the book they emphasize the actual practice of managing credit risk, and draw on the experience of leading experts who have successfully implemented credit risk solutions. Starting with a lucid analysis of recent sweeping changes in the U.S. and global financial markets, this comprehensive resource documents the credit explosion and its remarkable opportunities-as well as its potentially devastating dangers. Analyzing the problems that have occurred during its growth period-S&L failures, business failures, bond and loan defaults, derivatives debacles-and the solutions that have enabled the credit market to continue expanding, Managing Credit Risk examines the major players and institutional settings for credit risk, including banks, insurance companies, pension funds, exchanges, clearinghouses, and rating agencies. By carefully delineating the different perspectives of each of these groups with respect to credit risk, this unique resource offers a comprehensive guide to the rapidly changing marketplace for credit products. Managing Credit Risk describes all the major credit risk management tools with regard to their strengths and weaknesses, their fitness to specific financial situations, and their effectiveness. The instruments covered in each of these detailed sections include: credit risk models based on accounting data and market values; models based on stock price; consumer finance models; models for small business; models for real estate, emerging market corporations, and financial institutions; country risk models; and more. There is an important analysis of default results on corporate bonds and loans, and credit rating migration. In all cases, the authors emphasize that success will go to those firms that employ the right tools and create the right kind of risk culture within their organizations. A strong concluding chapter integrates emerging trends in the financial markets with the new methods in the context of the overall credit environment. Concise, authoritative, and lucidly written, Managing Credit Risk is essential reading for bankers, regulators, and financial market professionals who face the great new challenges-and promising rewards-of credit risk management.
Book Synopsis Advanced Credit Risk Analysis by : Didier Cossin
Download or read book Advanced Credit Risk Analysis written by Didier Cossin and published by John Wiley & Sons. This book was released on 2001 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced Credit Analysis presents the latest and most advanced modelling techniques in the theory and practice of credit risk pricing and management. The book stresses the logic of theoretical models from the structural and the reduced-form kind, their applications and extensions. It shows the mathematical models that help determine optimal collateralisation and marking-to-market policies. It looks at modern credit risk management tools and the current structuring techniques available with credit derivatives.
Book Synopsis Corporate Credit Analysis by : Brian Coyle
Download or read book Corporate Credit Analysis written by Brian Coyle and published by Global Professional Publishi. This book was released on 2000 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: � Worked examples illustrating key points � Explanation of complex or obscure terms � Full glossary of terms The titles in this series, all previously published by BPP Training, are now available in entirely updated and reformatted editions. Each offers an international perspective on a particular aspect of risk management. Topics included in this title in the Credit Risk Management series include Establishing overall corporate goals for credit worthiness; Implementing credit analysis systems; Outsourcing to enhance credit analysis techniques; Case studies in applied credit analysis; Exercises and sample credit analysis programs. Intended for: risk managers, financial officers, fund managers, investment advisers, accountants, and students of business and finance.
Book Synopsis Advanced Credit Risk Analysis and Management by : Ciby Joseph
Download or read book Advanced Credit Risk Analysis and Management written by Ciby Joseph and published by John Wiley & Sons. This book was released on 2013-04-22 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit is essential in the modern world and creates wealth, provided it is used wisely. The Global Credit Crisis during 2008/2009 has shown that sound understanding of underlying credit risk is crucial. If credit freezes, almost every activity in the economy is affected. The best way to utilize credit and get results is to understand credit risk. Advanced Credit Risk Analysis and Management helps the reader to understand the various nuances of credit risk. It discusses various techniques to measure, analyze and manage credit risk for both lenders and borrowers. The book begins by defining what credit is and its advantages and disadvantages, the causes of credit risk, a brief historical overview of credit risk analysis and the strategic importance of credit risk in institutions that rely on claims or debtors. The book then details various techniques to study the entity level credit risks, including portfolio level credit risks. Authored by a credit expert with two decades of experience in corporate finance and corporate credit risk, the book discusses the macroeconomic, industry and financial analysis for the study of credit risk. It covers credit risk grading and explains concepts including PD, EAD and LGD. It also highlights the distinction with equity risks and touches on credit risk pricing and the importance of credit risk in Basel Accords I, II and III. The two most common credit risks, project finance credit risk and working capital credit risk, are covered in detail with illustrations. The role of diversification and credit derivatives in credit portfolio management is considered. It also reflects on how the credit crisis develops in an economy by referring to the bubble formation. The book links with the 2008/2009 credit crisis and carries out an interesting discussion on how the credit crisis may have been avoided by following the fundamentals or principles of credit risk analysis and management. The book is essential for both lenders and borrowers. Containing case studies adapted from real life examples and exercises, this important text is practical, topical and challenging. It is useful for a wide spectrum of academics and practitioners in credit risk and anyone interested in commercial and corporate credit and related products.
Book Synopsis The Bank Credit Analysis Handbook by : Jonathan Golin
Download or read book The Bank Credit Analysis Handbook written by Jonathan Golin and published by John Wiley & Sons. This book was released on 2013-03-18 with total page 748 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on guide to the theory and practice of bank credit analysis and ratings In this revised edition, Jonathan Golin and Philippe Delhaise expand on the role of bank credit analysts and the methodology of their practice. Offering investors and practitioners an insider's perspective on how rating agencies assign all-important credit ratings to banks, the book is updated to reflect today's environment of increased oversight and demands for greater transparency. It includes international case studies of bank credit analysis, suggestions and insights for understanding and complying with the Basel Accords, techniques for reviewing asset quality on both quantitative and qualitative bases, explores the restructuring of distressed banks, and much more. Features charts, graphs, and spreadsheet illustrations to further explain topics discussed in the text Includes international case studies from North America, Asia, and Europe that offer readers a global perspective Offers coverage of the Basel Accords on Capital Adequacy and Liquidity and shares the authors' view that a bank could be compliant under those and other regulations without being creditworthy A uniquely practical guide to bank credit analysis as it is currently practiced around the world, The Bank Credit Analysis Handbook, Second Edition is a must-have resource for equity analysts, credit analysts, and bankers, as well as wealth managers and investors.
Book Synopsis First International Conference on Credit Analysis and Risk Management by : Joseph Callaghan
Download or read book First International Conference on Credit Analysis and Risk Management written by Joseph Callaghan and published by Cambridge Scholars Publishing. This book was released on 2011-10-18 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a summary of state-of-the-art methods and research in the analysis of credit. It thereby supplies very useful insights into this vital area of finance that has previously been insufficiently taught and researched in academia. The book, which includes an overview of processes that are utilized for estimating the probability of default and the loss given default for a wide array of debts, will be useful in evaluating individual loans and bonds as well as managing entire portfolios of such assets. Each of the chapters in the book is written by authors who presented and discussed their contemporary research and knowledge at the First International Conference on Credit Analysis and Risk Management that was held July 21–23, 2011 at Oakland University, Michigan, USA. This collection of writings by these experts in the field is uniquely designed to enhance the understanding of credit analysis in a fashion that permits a broad perspective on the science and art of credit analysis.
Book Synopsis Loan Risk Management by : Morton Glantz
Download or read book Loan Risk Management written by Morton Glantz and published by Irwin Professional Publishing. This book was released on 1994-01 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Analytical Credits by : Alexander Wall
Download or read book Analytical Credits written by Alexander Wall and published by . This book was released on 1921 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Proceedings of the Second International Conference on Credit Analysis and Risk Management by : Pascal Gantenbein
Download or read book Proceedings of the Second International Conference on Credit Analysis and Risk Management written by Pascal Gantenbein and published by Cambridge Scholars Publishing. This book was released on 2014-11-10 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit risk plays a crucial role in most financial transactions in one form or another and therefore contributes to various different layers of economic activity. Three key elements in the analysis of credit risk can be distinguished, namely: (1) the lender-borrower relationship, which is at the core of the entire discussion on credit risk; (2) the pricing of credit risk in financial markets; and (3) the relevance of financial stability and regulation related to the occurrence of credit risk. This book captures these areas in a comprehensive way by highlighting some of the current issues and related questions.
Book Synopsis The Handbook of Credit Risk Management by : Sylvain Bouteille
Download or read book The Handbook of Credit Risk Management written by Sylvain Bouteille and published by John Wiley & Sons. This book was released on 2012-12-07 with total page 44 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to credit risk management The Handbook of Credit Risk Management presents a comprehensive overview of the practice of credit risk management for a large institution. It is a guide for professionals and students wanting a deeper understanding of how to manage credit exposures. The Handbook provides a detailed roadmap for managing beyond the financial analysis of individual transactions and counterparties. Written in a straightforward and accessible style, the authors outline how to manage a portfolio of credit exposures--from origination and assessment of credit fundamentals to hedging and pricing. The Handbook is relevant for corporations, pension funds, endowments, asset managers, banks and insurance companies alike. Covers the four essential aspects of credit risk management: Origination, Credit Risk Assessment, Portfolio Management and Risk Transfer. Provides ample references to and examples of credit market services as a resource for those readers having credit risk responsibilities. Designed for busy professionals as well as finance, risk management and MBA students. As financial transactions grow more complex, proactive management of credit portfolios is no longer optional for an institution, but a matter of survival.
Book Synopsis Credit Risk Measurement by : Anthony Saunders
Download or read book Credit Risk Measurement written by Anthony Saunders and published by John Wiley & Sons. This book was released on 2002-10-06 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most cutting-edge read on the pricing, modeling, and management of credit risk available The rise of credit risk measurement and the credit derivatives market started in the early 1990s and has grown ever since. For many professionals, understanding credit risk measurement as a discipline is now more important than ever. Credit Risk Measurement, Second Edition has been fully revised to reflect the latest thinking on credit risk measurement and to provide credit risk professionals with a solid understanding of the alternative approaches to credit risk measurement. This readable guide discusses the latest pricing, modeling, and management techniques available for dealing with credit risk. New chapters highlight the latest generation of credit risk measurement models, including a popular class known as intensity-based models. Credit Risk Measurement, Second Edition also analyzes significant changes in banking regulations that are impacting credit risk measurement at financial institutions. With fresh insights and updated information on the world of credit risk measurement, this book is a must-read reference for all credit risk professionals. Anthony Saunders (New York, NY) is the John M. Schiff Professor of Finance and Chair of the Department of Finance at the Stern School of Business at New York University. He holds positions on the Board of Academic Consultants of the Federal Reserve Board of Governors as well as the Council of Research Advisors for the Federal National Mortgage Association. He is the editor of the Journal of Banking and Finance and the Journal of Financial Markets, Instruments and Institutions. Linda Allen (New York, NY) is Professor of Finance at Baruch College and Adjunct Professor of Finance at the Stern School of Business at New York University. She also is author of Capital Markets and Institutions: A Global View (Wiley: 0471130494). Over the years, financial professionals around the world have looked to the Wiley Finance series and its wide array of bestselling books for the knowledge, insights, and techniques that are essential to success in financial markets. As the pace of change in financial markets and instruments quickens, Wiley Finance continues to respond. With critically acclaimed books by leading thinkers on value investing, risk management, asset allocation, and many other critical subjects, the Wiley Finance series provides the financial community with information they want. Written to provide professionals and individuals with the most current thinking from the best minds in the industry, it is no wonder that the Wiley Finance series is the first and last stop for financial professionals looking to increase their financial expertise.
Book Synopsis Credit Risk Assessment by : Clark R. Abrahams
Download or read book Credit Risk Assessment written by Clark R. Abrahams and published by John Wiley & Sons. This book was released on 2009-04-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit Risk Assessment The New Lending System for Borrowers, Lenders, and Investors Credit Risk Assessment: The New Lending System for Borrowers, Lenders, and Investors equips you with an effective comprehensive credit assessment framework (CCAF) that can provide early warning of risk, thanks to its forward-looking analyses that do not rely on the premise that the past determines the future. Revealing how an existing credit underwriting system can be extended to embrace all relevant factors and business contexts in order to accurately classify credit risk and drive all transactions in a transparent manner, Credit Risk Assessment clearly lays out the facts. This well-timed book explores how your company can improve its current credit assessment system to balance risk and return and prevent future financial disruptions. Describing how a new and comprehensive lending framework can achieve more complete and accurate credit risk assessment while improving loan transparency, affordability, and performance, Credit Risk Assessment addresses: How a CCAF connects borrowers, lenders, and investors—with greater transparency The current financial crisis and its implications The root cause to weaknesses in loan underwriting practices and lending systems The main drivers that undermine borrowers, lenders, and investors Why a new generation of lending systems is needed Market requirements and how a comprehensive risk assessment framework can meet them The notion of an underwriting gap and how it affects the lenders' underwriting practices Typical issues associated with credit scoring models How improper use of credit scoring in underwriting underestimates the borrower's credit risk The ways in which the current lending system fails to address loan affordability How mortgage and capital market financial innovation relates to the crisis
Book Synopsis Contemporary Trends and Challenges in Finance by : Krzysztof Jajuga
Download or read book Contemporary Trends and Challenges in Finance written by Krzysztof Jajuga and published by Springer Nature. This book was released on 2020-05-06 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume features a selection of contributions presented at the 2019 Wroclaw Conference in Finance, covering a wide range of topics in finance and financial economics, e.g. financial markets; monetary policy; corporate, personal and public finance; and risk management and insurance. Reflecting the diversity and richness of research in the field, the papers discuss both fundamental and applied finance, and offer a detailed analysis of current financial-market problems, including specifics of the Polish and Central European markets. They also examine the results of advanced financial modeling. Accordingly, the proceedings offer a valuable resource for researchers at universities and policy institutions, as well as graduate students and practitioners in economics and finance at both private and government organizations.
