An Empirical Evaluation of Structural Credit Risk Models

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Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis An Empirical Evaluation of Structural Credit Risk Models by : Nikola A. Tarashev

Download or read book An Empirical Evaluation of Structural Credit Risk Models written by Nikola A. Tarashev and published by . This book was released on 2005 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper evaluates empirically the performance of six structural credit risk models by comparing the probabilities of default (PDs) they deliver to ex post default rates. In contrast to previous studies pursuing similar objectives, the paper employs firm-level data and finds that theory-based PDs tend to match closely the actual level of credit risk and to account for its time path. At the same time, nonmodelled macro variables from the financial and real sides of the economy help to substantially improve the forecasts of default rates. The finding suggests that theory-based PDs fail to fully reflect the dependence of credit risk on the business and credit cycles. Most of the upbeat conclusions regarding the performance of the PDs are due to models with endogenous default. For their part, frameworks that assume exogenous default tend to underpredict credit risk. Three borrower characteristics influence materially the predictions of the models: the leverage ratio; the default recovery rate; and the risk-free rate of return.

Data Analysis and Applications 4

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Publisher : John Wiley & Sons
ISBN 13 : 111972158X
Total Pages : 247 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Data Analysis and Applications 4 by : Andreas Makrides

Download or read book Data Analysis and Applications 4 written by Andreas Makrides and published by John Wiley & Sons. This book was released on 2020-04-09 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data analysis as an area of importance has grown exponentially, especially during the past couple of decades. This can be attributed to a rapidly growing computer industry and the wide applicability of computational techniques, in conjunction with new advances of analytic tools. This being the case, the need for literature that addresses this is self-evident. New publications are appearing, covering the need for information from all fields of science and engineering, thanks to the universal relevance of data analysis and statistics packages. This book is a collective work by a number of leading scientists, analysts, engineers, mathematicians and statisticians who have been working at the forefront of data analysis. The chapters included in this volume represent a cross-section of current concerns and research interests in these scientific areas. The material is divided into three parts: Financial Data Analysis and Methods, Statistics and Stochastic Data Analysis and Methods, and Demographic Methods and Data Analysis- providing the reader with both theoretical and applied information on data analysis methods, models and techniques and appropriate applications.

Credit Risk Valuation

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Publisher : Springer Science & Business Media
ISBN 13 : 3662064251
Total Pages : 259 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Credit Risk Valuation by : Manuel Ammann

Download or read book Credit Risk Valuation written by Manuel Ammann and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an advanced introduction to models of credit risk valuation, concentrating on firm-value and reduced-form approaches and their application. Also included are new models for valuing derivative securities with credit risk. The book provides detailed descriptions of the state-of-the-art martingale methods and advanced numerical implementations based on multivariate trees used to price derivative credit risk. Numerical examples illustrate the effects of credit risk on the prices of financial derivatives.

Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes)

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Publisher : World Scientific
ISBN 13 : 9811202400
Total Pages : 5053 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook Of Financial Econometrics, Mathematics, Statistics, And Machine Learning (In 4 Volumes) by : Cheng Few Lee

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.

Financial Risk Manager Handbook

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Publisher : John Wiley & Sons
ISBN 13 : 0470176563
Total Pages : 738 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Financial Risk Manager Handbook by : Philippe Jorion

Download or read book Financial Risk Manager Handbook written by Philippe Jorion and published by John Wiley & Sons. This book was released on 2007-06-15 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to financial risk management and the only way to get a great overview of the subjects covered in the GARP FRM Exam The Financial Risk Management Exam (FRM Exam) is given by the Global Association of Risk Professionals (GARP) annually in November for risk professionals who want to earn FRM(r) certification. The Financial Risk Manager Handbook, Fourth Edition is the definitive guide for those preparing to take the FRM Exam as well as a valued working reference for risk professionals. Written with the full support of GARP, and containing questions and solutions from previous exams, this book is a valuable resource for professionals responsible for or associated with financial risk management.

Developing, Validating and Using Internal Ratings

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Publisher : John Wiley & Sons
ISBN 13 : 1119957648
Total Pages : 244 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Developing, Validating and Using Internal Ratings by : Giacomo De Laurentis

Download or read book Developing, Validating and Using Internal Ratings written by Giacomo De Laurentis and published by John Wiley & Sons. This book was released on 2011-06-20 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough analysis of internal rating systems. Two case studies are devoted to building and validating statistical-based models for borrowers’ ratings, using SPSS-PASW and SAS statistical packages. Mainstream approaches to building and validating models for assigning counterpart ratings to small and medium enterprises are discussed, together with their implications on lending strategy. Key Features: Presents an accessible framework for bank managers, students and quantitative analysts, combining strategic issues, management needs, regulatory requirements and statistical bases. Discusses available methodologies to build, validate and use internal rate models. Demonstrates how to use statistical packages for building statistical-based credit rating systems. Evaluates sources of model risks and strategic risks when using statistical-based rating systems in lending. This book will prove to be of great value to bank managers, credit and loan officers, quantitative analysts and advanced students on credit risk management courses.

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.

Bank Solvency and Funding Cost

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Publisher : International Monetary Fund
ISBN 13 : 1484300890
Total Pages : 46 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Bank Solvency and Funding Cost by : Mr.Stefan W. Schmitz

Download or read book Bank Solvency and Funding Cost written by Mr.Stefan W. Schmitz and published by International Monetary Fund. This book was released on 2017-05-15 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents new evidence on the empirical relationship between bank solvency and funding costs. Building on a newly constructed dataset drawing on supervisory data for 54 large banks from six advanced countries over 2004–2013, we use a simultaneous equation approach to estimate the contemporaneous interaction between solvency and liquidity. Our results show that liquidity and solvency interactions can be more material than suggested by the existing empirical literature. A 100 bps increase in regulatory capital ratios is associated with a decrease of bank funding costs of about 105 bps. A 100 bps increase in funding costs reduces regulatory capital buffers by 32 bps. We also find evidence of non-linear effects between solvency and funding costs. Understanding the impact of solvency on funding costs is particularly relevant for stress testing. Our analysis suggests that neglecting the dynamic features of the solvency-liquidity nexus in the 2014 EU-wide stress test could have led to a significant underestimation of the impact of stress on bank capital ratios.

Building the Financial Foundations of the Euro

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Publisher : Routledge
ISBN 13 : 1135354995
Total Pages : 464 pages
Book Rating : 4.1/5 (353 download)

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Book Synopsis Building the Financial Foundations of the Euro by : Max Watson

Download or read book Building the Financial Foundations of the Euro written by Max Watson and published by Routledge. This book was released on 2009-12-16 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2008. Routledge is an imprint of Taylor & Francis, an informa company.

Global Bank Regulation

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Publisher : Academic Press
ISBN 13 : 0080925804
Total Pages : 353 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Global Bank Regulation by : Heidi Mandanis Schooner

Download or read book Global Bank Regulation written by Heidi Mandanis Schooner and published by Academic Press. This book was released on 2009-11-24 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global Bank Regulation: Principles and Policies covers the global regulation of financial institutions. It integrates theories, history, and policy debates, thereby providing a strategic approach to understanding global policy principles and banking. The book features definitions of the policy principles of capital regularization, the main justifications for prudent regulation of banks, the characteristics of tools used regulate firms that operate across all time zones, and a discussion regarding the 2007-2009 financial crises and the generation of international standards of financial institution regulation. The first four chapters of the book offer justification for the strict regulation of banks and discuss the importance of financial safety. The next chapters describe in greater detail the main policy networks and standard setting bodies responsible for policy development. They also provide information about bank licensing requirements, leading jurisdictions, and bank ownership and affiliations. The last three chapters of the book present a thorough examination of bank capital regulation, which is one of the most important areas in international banking. The text aims to provide information to all economics students, as well as non-experts and experts interested in the history, policy development, and theory of international banking regulation. - Defines the over-arching policy principles of capital regulation - Explores main justifications for the prudent regulation of banks - Discusses the 2007-2009 financial crisis and the next generation of international standards of financial institution regulation - Examines tools for ensuring the adequate supervision of a firm that operates across all time zones

Advanced Credit Risk Analysis

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Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 384 pages
Book Rating : 4.F/5 ( download)

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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.

The Credit Market Handbook

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Publisher : John Wiley & Sons
ISBN 13 : 0471787191
Total Pages : 254 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis The Credit Market Handbook by : H. Gifford Fong

Download or read book The Credit Market Handbook written by H. Gifford Fong and published by John Wiley & Sons. This book was released on 2006-02-02 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Credit Market Handbook, financial expert and Editor H. Gifford Fong has assembled a group of prominent professionals and academics familiar with the credit arena. In each chapter, a different expert analyzes a different issue related to today's dynamic credit market, including portfolio credit risk, valuation models, and the importance of modeling credit default. In bringing together these noted authors and their work, Fong provides you with a rich framework of research in the area of credit analysis. Some of the topics discussed within this comprehensive guide include: * Estimating default probabilities implicit in equity prices * Structural versus reduced form models: a new information-based perspective * Valuing high-yield bonds * Predictions of default probabilities in structural models of debt * And much more Filled with in-depth insight and expert advice, this invaluable resource offers you the critical information you need to succeed within today's credit market.

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.

Building the Financial Foundations of the Euro: Experiences and Challenges

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Author :
Publisher : Taylor & Francis
ISBN 13 : 1857434862
Total Pages : 464 pages
Book Rating : 4.8/5 (574 download)

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Book Synopsis Building the Financial Foundations of the Euro: Experiences and Challenges by : Lars Jonung

Download or read book Building the Financial Foundations of the Euro: Experiences and Challenges written by Lars Jonung and published by Taylor & Francis. This book was released on with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines the effect of the introduction of the Euro and the establishment of economic and monetary union on the financial landscape of Europe.

The Derivatives Sourcebook

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Publisher : Now Publishers Inc
ISBN 13 : 1933019212
Total Pages : 225 pages
Book Rating : 4.9/5 (33 download)

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Book Synopsis The Derivatives Sourcebook by : Terence Lim

Download or read book The Derivatives Sourcebook written by Terence Lim and published by Now Publishers Inc. This book was released on 2006 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Derivatives Sourcebook is a citation study and classification system that organizes the many strands of the derivatives literature and assigns each citation to a category. Over 1800 research articles are collected and organized into a simple web-based searchable database. We have also included the 1997 Nobel lectures of Robert Merton and Myron Scholes as a backdrop to this literature.

Credit Derivatives

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Publisher : Pearson Education
ISBN 13 : 0132715929
Total Pages : 353 pages
Book Rating : 4.1/5 (327 download)

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Book Synopsis Credit Derivatives by : George Chacko

Download or read book Credit Derivatives written by George Chacko and published by Pearson Education. This book was released on 2006-06-02 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: The credit risk market is the fastest growing financial market in the world, attracting everyone from hedge funds to banks and insurance companies. Increasingly, professionals in corporate finance need to understand the workings of the credit risk market in order to successfully manage risk in their own organizations; in addition, some wish to move into the field on a full-time basis. Most books in the field, however, are either too academic for working professionals, or written for those who already possess extensive experience in the area. Credit Derivatives fills the gap, explaining the credit risk market clearly and simply, in language any working financial professional can understand. Harvard Business School faculty member George C. Chacko and his colleagues begin by explaining the underlying principles surrounding credit risk. Next, they systematically present today's leading methods and instruments for managing it. The authors introduce total return swaps, credit spread options, credit linked notes, and other instruments, demonstrating how each of them can be used to isolate risk and sell it to someone willing to accept it.

Introduction to Credit Risk Modeling

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Publisher : CRC Press
ISBN 13 : 1584889934
Total Pages : 386 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Introduction to Credit Risk Modeling by : Christian Bluhm

Download or read book Introduction to Credit Risk Modeling written by Christian Bluhm and published by CRC Press. This book was released on 2016-04-19 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains Nearly 100 Pages of New MaterialThe recent financial crisis has shown that credit risk in particular and finance in general remain important fields for the application of mathematical concepts to real-life situations. While continuing to focus on common mathematical approaches to model credit portfolios, Introduction to Credit Risk Modelin