Credit Risk Analytics

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Publisher : John Wiley & Sons
ISBN 13 : 1119143985
Total Pages : 517 pages
Book Rating : 4.1/5 (191 download)

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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 2016-10-03 with total page 517 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.

Fair Lending Compliance

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Publisher : John Wiley & Sons
ISBN 13 : 9780470241899
Total Pages : 356 pages
Book Rating : 4.2/5 (418 download)

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Book Synopsis Fair Lending Compliance by : Clark R. Abrahams

Download or read book Fair Lending Compliance written by Clark R. Abrahams and published by John Wiley & Sons. This book was released on 2008-03-14 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Fair Lending ComplianceIntelligence and Implications for Credit Risk Management "Brilliant and informative. An in-depth look at innovative approaches to credit risk management written by industry practitioners. This publication will serve as an essential reference text for those who wish to make credit accessible to underserved consumers. It is comprehensive and clearly written." --The Honorable Rodney E. Hood "Abrahams and Zhang's timely treatise is a must-read for all those interested in the critical role of credit in the economy. They ably explore the intersection of credit access and credit risk, suggesting a hybrid approach of human judgment and computer models as the necessary path to balanced and fair lending. In an environment of rapidly changing consumer demographics, as well as regulatory reform initiatives, this book suggests new analytical models by which to provide credit to ensure compliance and to manage enterprise risk." --Frank A. Hirsch Jr., Nelson Mullins Riley & Scarborough LLP Financial Services Attorney and former general counsel for Centura Banks, Inc. "This book tackles head on the market failures that our current risk management systems need to address. Not only do Abrahams and Zhang adeptly articulate why we can and should improve our systems, they provide the analytic evidence, and the steps toward implementations. Fair Lending Compliance fills a much-needed gap in the field. If implemented systematically, this thought leadership will lead to improvements in fair lending practices for all Americans." --Alyssa Stewart Lee, Deputy Director, Urban Markets Initiative The Brookings Institution "[Fair Lending Compliance]...provides a unique blend of qualitative and quantitative guidance to two kinds of financial institutions: those that just need a little help in staying on the right side of complex fair housing regulations; and those that aspire to industry leadership in profitably and responsibly serving the unmet credit needs of diverse businesses and consumers in America's emerging domestic markets." --Michael A. Stegman, PhD, The John D. and Catherine T. MacArthur Foundation, Duncan MacRae '09 and Rebecca Kyle MacRae Professor of Public Policy Emeritus, University of North Carolina at Chapel Hill

Six Sigma Improvements for Basel III and Solvency II in Financial Risk Management: Emerging Research and Opportunities

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Author :
Publisher : IGI Global
ISBN 13 : 1522572813
Total Pages : 273 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Six Sigma Improvements for Basel III and Solvency II in Financial Risk Management: Emerging Research and Opportunities by : Bubevski, Vojo

Download or read book Six Sigma Improvements for Basel III and Solvency II in Financial Risk Management: Emerging Research and Opportunities written by Bubevski, Vojo and published by IGI Global. This book was released on 2018-10-05 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ever-increasing attacks against individual and corporate finances over the past few decades prompt swift action from the realm of financial management. Advances in protection as well as techniques for controlling these disasters is instrumental for financial security and threat prevention. Six Sigma Improvements for Basel III and Solvency II in Financial Risk Management: Emerging Research and Opportunities explores the theoretical and practical aspects of Six Sigma DMAIC methods and tools to improve the financial risk management process and applications within finance, research and development, and software engineering. Featuring coverage on a broad range of topics such as controlling VAR, financial institution evaluations, and global limit systems, this book is ideally designed for financial managers, risk managers, researchers, and academics seeking current research on financial risk management to ensure that uncertainty does not affect, or at least has a minimal impact on, the achievement of goals within a financial institution.

Loan Portfolio Management

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Author :
Publisher :
ISBN 13 :
Total Pages : 114 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Loan Portfolio Management by :

Download or read book Loan Portfolio Management written by and published by . This book was released on 1988 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Credit Risk Management In and Out of the Financial Crisis

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470622369
Total Pages : 373 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis Credit Risk Management In and Out of the Financial Crisis by : Anthony Saunders

Download or read book Credit Risk Management In and Out of the Financial Crisis written by Anthony Saunders and published by John Wiley & Sons. This book was released on 2010-04-16 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: A classic book on credit risk management is updated to reflect the current economic crisis Credit Risk Management In and Out of the Financial Crisis dissects the 2007-2008 credit crisis and provides solutions for professionals looking to better manage risk through modeling and new technology. This book is a complete update to Credit Risk Measurement: New Approaches to Value at Risk and Other Paradigms, reflecting events stemming from the recent credit crisis. Authors Anthony Saunders and Linda Allen address everything from the implications of new regulations to how the new rules will change everyday activity in the finance industry. They also provide techniques for modeling-credit scoring, structural, and reduced form models-while offering sound advice for stress testing credit risk models and when to accept or reject loans. Breaks down the latest credit risk measurement and modeling techniques and simplifies many of the technical and analytical details surrounding them Concentrates on the underlying economics to objectively evaluate new models Includes new chapters on how to prevent another crisis from occurring Understanding credit risk measurement is now more important than ever. Credit Risk Management In and Out of the Financial Crisis will solidify your knowledge of this dynamic discipline.

Credit Risk Measurement

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Publisher : John Wiley & Sons
ISBN 13 : 0471274763
Total Pages : 337 pages
Book Rating : 4.4/5 (712 download)

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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.

Credit Risk

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Author :
Publisher : CRC Press
ISBN 13 : 1584889950
Total Pages : 600 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Credit Risk by : Niklas Wagner

Download or read book Credit Risk written by Niklas Wagner and published by CRC Press. This book was released on 2008-05-28 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring contributions from leading international academics and practitioners, Credit Risk: Models, Derivatives, and Management illustrates how a risk management system can be implemented through an understanding of portfolio credit risks, a set of suitable models, and the derivation of reliable empirical results. Divided into six sectio

Advanced Credit Risk Analysis and Management

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Publisher : John Wiley & Sons
ISBN 13 : 111860489X
Total Pages : 454 pages
Book Rating : 4.1/5 (186 download)

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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.

Understanding the Securitization of Subprime Mortgage Credit

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Author :
Publisher : DIANE Publishing
ISBN 13 : 1437925146
Total Pages : 76 pages
Book Rating : 4.4/5 (379 download)

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Book Synopsis Understanding the Securitization of Subprime Mortgage Credit by : Adam B. Ashcraft

Download or read book Understanding the Securitization of Subprime Mortgage Credit written by Adam B. Ashcraft and published by DIANE Publishing. This book was released on 2010-03 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an overview of the subprime mortgage securitization process and the seven key informational frictions that arise. Discusses the ways that market participants work to minimize these frictions and speculate on how this process broke down. Continues with a complete picture of the subprime borrower and the subprime loan, discussing both predatory borrowing and predatory lending. Presents the key structural features of a typical subprime securitization, documents how rating agencies assign credit ratings to mortgage-backed securities, and outlines how these agencies monitor the performance of mortgage pools over time. The authors draw upon the example of a mortgage pool securitized by New Century Financial during 2006. Illustrations.

Consumer Credit Models

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Publisher : OUP Oxford
ISBN 13 : 0191552496
Total Pages : 400 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Consumer Credit Models by : Lyn C. Thomas

Download or read book Consumer Credit Models written by Lyn C. Thomas and published by OUP Oxford. This book was released on 2009-01-29 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of credit scoring - the quantitative and statistical techniques to assess the credit risks involved in lending to consumers - has been one of the most successful if unsung applications of mathematics in business for the last fifty years. Now with lenders changing their objectives from minimising defaults to maximising profits, the saturation of the consumer credit market allowing borrowers to be more discriminating in their choice of which loans, mortgages and credit cards to use, and the Basel Accord banking regulations raising the profile of credit scoring within banks there are a number of challenges that require new models that use credit scores as inputs and extensions of the ideas in credit scoring. This book reviews the current methodology and measures used in credit scoring and then looks at the models that can be used to address these new challenges. The first chapter describes what a credit score is and how a scorecard is built which gives credit scores and models how the score is used in the lending decision. The second chapter describes the different ways the quality of a scorecard can be measured and points out how some of these measure the discrimination of the score, some the probability prediction of the score, and some the categorical predictions that are made using the score. The remaining three chapters address how to use risk and response scoring to model the new problems in consumer lending. Chapter three looks at models that assist in deciding how to vary the loan terms made to different potential borrowers depending on their individual characteristics. Risk based pricing is the most common approach being introduced. Chapter four describes how one can use Markov chains and survival analysis to model the dynamics of a borrower's repayment and ordering behaviour . These models allow one to make decisions that maximise the profitability of the borrower to the lender and can be considered as part of a customer relationship management strategy. The last chapter looks at how the new banking regulations in the Basel Accord apply to consumer lending. It develops models that show how they will change the operating decisions used in consumer lending and how their need for stress testing requires the development of new models to assess the credit risk of portfolios of consumer loans rather than a models of the credit risks of individual loans.

International Convergence of Capital Measurement and Capital Standards

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Author :
Publisher : Lulu.com
ISBN 13 : 9291316695
Total Pages : 294 pages
Book Rating : 4.2/5 (913 download)

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Book Synopsis International Convergence of Capital Measurement and Capital Standards by :

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:

Introduction to Mortgages and Mortgage Backed Securities

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Publisher : Academic Press
ISBN 13 : 0124045936
Total Pages : 249 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Introduction to Mortgages and Mortgage Backed Securities by : Richard K. Green

Download or read book Introduction to Mortgages and Mortgage Backed Securities written by Richard K. Green and published by Academic Press. This book was released on 2013-11-21 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Introduction to Mortgages & Mortgage Backed Securities, author Richard Green combines current practices in real estate capital markets with financial theory so readers can make intelligent business decisions. After a behavioral economics chapter on the nature of real estate decisions, he explores mortgage products, processes, derivatives, and international practices. By focusing on debt, his book presents a different view of the mortgage market than is commonly available, and his primer on fixed-income tools and concepts ensures that readers understand the rich content he covers. Including commercial and residential real estate, this book explains how the markets work, why they collapsed in 2008, and what countries are doing to protect themselves from future bubbles. Green's expertise illuminates both the fundamentals of mortgage analysis and the international paradigms of products, models, and regulatory environments. - Written for buyers of real estate, not mortgage lenders - Balances theory with increasingly complex practices of commercial and residential mortgage lending - Emphasizes international practices, changes caused by the 2008-11 financial crisis, and the behavioral aspects of mortgage decision making

Housing and Economics: the American Dilemma

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Author :
Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 554 pages
Book Rating : 4.3/5 (97 download)

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Book Synopsis Housing and Economics: the American Dilemma by : Michael A. Stegman

Download or read book Housing and Economics: the American Dilemma written by Michael A. Stegman and published by MIT Press (MA). This book was released on 1971 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Housing and Economics" brings together in a single comprehensive volume a number of scholarly articles focused on the applied economic and financial problems of rebuilding America's housing stock. In relating the financial to the economic dimensions of low income housing solutions, this compilation bridges the gap between the theoretical and applied approaches to the economic implications of such solutions and programs. Thus the volume both complements existing housing analyses concerned with the general operations of the housing market and detailed studies of particular programs and presents a coherent statements on the applied economic analysis of one aspect of national housing policy.The book has been organized into four main sections embracing macro- and micro-economic contexts, components of housing costs, programatic evolution, and analysis of emerging housing proposals. Each of the major sections is introduced by an essay which offers both an overview and an original analysis of the papers that follow. The readings range from the Douglas Commission's summary of housing needs to staples such as "filtering," taxes, and finance--from industrial efficiency to the effects of guaranteed annual income. Many of the articles are widely regarded as, or destined to become, "modern" classics. Together, they are directed to a wide audience of educators, students, and practitioners in city planning, housing, social welfare, and economics.Among the major contributors are: Sherman Maisel, Wallace Smith, Jerome Rothenberg, Leland Burns, Eugene Smolensky, Louis Winnick, William Grigsby, Anthony Downs, George Sternlieb, and the editor, Michael Stegman.

Credit Portfolio Management

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Publisher : Springer
ISBN 13 : 0230391508
Total Pages : 473 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Credit Portfolio Management by : Michael Hünseler

Download or read book Credit Portfolio Management written by Michael Hünseler and published by Springer. This book was released on 2013-07-30 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Credit Portfolio Management is a topical text on approaches to the active management of credit risks. The book is a valuable, up to date guide for portfolio management practitioners. Its content comprises of three main parts: The framework for managing credit risks, Active Credit Portfolio Management in practice and Hedging techniques and toolkits.

FDIC Quarterly

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Publisher :
ISBN 13 :
Total Pages : 38 pages
Book Rating : 4.:/5 (327 download)

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Book Synopsis FDIC Quarterly by :

Download or read book FDIC Quarterly written by and published by . This book was released on 2009 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:

NCUA Examiner's Guide

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Publisher :
ISBN 13 :
Total Pages : 602 pages
Book Rating : 4.:/5 (327 download)

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Book Synopsis NCUA Examiner's Guide by : United States. National Credit Union Administration

Download or read book NCUA Examiner's Guide written by United States. National Credit Union Administration and published by . This book was released on 1997 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Credit Risk

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Publisher : Princeton University Press
ISBN 13 : 1400829178
Total Pages : 415 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis Credit Risk by : Darrell Duffie

Download or read book Credit Risk written by Darrell Duffie and published by Princeton University Press. This book was released on 2012-01-12 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, two of America's leading economists provide the first integrated treatment of the conceptual, practical, and empirical foundations for credit risk pricing and risk measurement. Masterfully applying theory to practice, Darrell Duffie and Kenneth Singleton model credit risk for the purpose of measuring portfolio risk and pricing defaultable bonds, credit derivatives, and other securities exposed to credit risk. The methodological rigor, scope, and sophistication of their state-of-the-art account is unparalleled, and its singularly in-depth treatment of pricing and credit derivatives further illuminates a problem that has drawn much attention in an era when financial institutions the world over are revising their credit management strategies. Duffie and Singleton offer critical assessments of alternative approaches to credit-risk modeling, while highlighting the strengths and weaknesses of current practice. Their approach blends in-depth discussions of the conceptual foundations of modeling with extensive analyses of the empirical properties of such credit-related time series as default probabilities, recoveries, ratings transitions, and yield spreads. Both the "structura" and "reduced-form" approaches to pricing defaultable securities are presented, and their comparative fits to historical data are assessed. The authors also provide a comprehensive treatment of the pricing of credit derivatives, including credit swaps, collateralized debt obligations, credit guarantees, lines of credit, and spread options. Not least, they describe certain enhancements to current pricing and management practices that, they argue, will better position financial institutions for future changes in the financial markets. Credit Risk is an indispensable resource for risk managers, traders or regulators dealing with financial products with a significant credit risk component, as well as for academic researchers and students.