Internal Credit Risk Models

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Internal Credit Risk Models

Author : Michael K. Ong
Publisher : Risk Publications
Page : 392 pages
File Size : 48,5 Mb
Release : 1999
Category : Business & Economics
ISBN : IND:30000079269019

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Internal Credit Risk Models by Michael K. Ong Pdf

A practical, accessible step-by-step analysis of the theory and practicalities of credit risk measurement and management.

Credit Risk Analytics

Author : Bart Baesens,Daniel Roesch,Harald Scheule
Publisher : John Wiley & Sons
Page : 517 pages
File Size : 53,9 Mb
Release : 2016-10-03
Category : Business & Economics
ISBN : 9781119143987

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Credit Risk Analytics by Bart Baesens,Daniel Roesch,Harald Scheule Pdf

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.

Introduction to Credit Risk Modeling

Author : Christian Bluhm,Ludger Overbeck,Christoph Wagner
Publisher : CRC Press
Page : 386 pages
File Size : 53,9 Mb
Release : 2016-04-19
Category : Business & Economics
ISBN : 9781584889939

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Introduction to Credit Risk Modeling by Christian Bluhm,Ludger Overbeck,Christoph Wagner Pdf

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

The Rollout of Internal Credit Risk Models

Author : Carina Schlam,Corinna Woyand
Publisher : Unknown
Page : 0 pages
File Size : 46,7 Mb
Release : 2023
Category : Electronic
ISBN : 3957299381

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The Rollout of Internal Credit Risk Models by Carina Schlam,Corinna Woyand Pdf

Credit Risk Measurement

Author : Anthony Saunders,Linda Allen
Publisher : John Wiley & Sons
Page : 337 pages
File Size : 49,6 Mb
Release : 2002-10-06
Category : Business & Economics
ISBN : 9780471274766

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Credit Risk Measurement by Anthony Saunders,Linda Allen Pdf

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 Management In and Out of the Financial Crisis

Author : Anthony Saunders,Linda Allen
Publisher : John Wiley & Sons
Page : 373 pages
File Size : 41,9 Mb
Release : 2010-04-16
Category : Business & Economics
ISBN : 9780470622360

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Credit Risk Management In and Out of the Financial Crisis by Anthony Saunders,Linda Allen Pdf

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 Analytics

Author : Bart Baesens,Daniel Roesch,Harald Scheule
Publisher : John Wiley & Sons
Page : 512 pages
File Size : 43,8 Mb
Release : 2016-09-19
Category : Business & Economics
ISBN : 9781119278344

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Credit Risk Analytics by Bart Baesens,Daniel Roesch,Harald Scheule Pdf

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.

Credit Risk Modeling using Excel and VBA

Author : Gunter Löeffler,Peter N. Posch
Publisher : John Wiley & Sons
Page : 280 pages
File Size : 54,6 Mb
Release : 2007-04-30
Category : Business & Economics
ISBN : 9780470510742

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Credit Risk Modeling using Excel and VBA by Gunter Löeffler,Peter N. Posch Pdf

In today's increasingly competitive financial world, successful risk management, portfolio management, and financial structuring demand more than up-to-date financial know-how. They also call for quantitative expertise, including the ability to effectively apply mathematical modeling tools and techniques, in this case credit. Credit Risk Modeling using Excel and VBA with DVD provides practitioners with a hands on introduction to credit risk modeling. Instead of just presenting analytical methods it shows how to implement them using Excel and VBA, in addition to a detailed description in the text a DVD guides readers step by step through the implementation. The authors begin by showing how to use option theoretic and statistical models to estimate a borrowers default risk. The second half of the book is devoted to credit portfolio risk. The authors guide readers through the implementation of a credit risk model, show how portfolio models can be validated or used to access structured credit products like CDO’s. The final chapters address modeling issues associated with the new Basel Accord.

Rating Based Modeling of Credit Risk

Author : Stefan Trueck,Svetlozar T. Rachev
Publisher : Academic Press
Page : 280 pages
File Size : 53,7 Mb
Release : 2009-01-15
Category : Business & Economics
ISBN : 0080920306

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Rating Based Modeling of Credit Risk by Stefan Trueck,Svetlozar T. Rachev Pdf

In the last decade rating-based models have become very popular in credit risk management. These systems use the rating of a company as the decisive variable to evaluate the default risk of a bond or loan. The popularity is due to the straightforwardness of the approach, and to the upcoming new capital accord (Basel II), which allows banks to base their capital requirements on internal as well as external rating systems. Because of this, sophisticated credit risk models are being developed or demanded by banks to assess the risk of their credit portfolio better by recognizing the different underlying sources of risk. As a consequence, not only default probabilities for certain rating categories but also the probabilities of moving from one rating state to another are important issues in such models for risk management and pricing. It is widely accepted that rating migrations and default probabilities show significant variations through time due to macroeconomics conditions or the business cycle. These changes in migration behavior may have a substantial impact on the value-at-risk (VAR) of a credit portfolio or the prices of credit derivatives such as collateralized debt obligations (D+CDOs). In Rating Based Modeling of Credit Risk the authors develop a much more sophisticated analysis of migration behavior. Their contribution of more sophisticated techniques to measure and forecast changes in migration behavior as well as determining adequate estimators for transition matrices is a major contribution to rating based credit modeling. Internal ratings-based systems are widely used in banks to calculate their value-at-risk (VAR) in order to determine their capital requirements for loan and bond portfolios under Basel II One aspect of these ratings systems is credit migrations, addressed in a systematic and comprehensive way for the first time in this book The book is based on in-depth work by Trueck and Rachev

Advanced Credit Risk Analysis and Management

Author : Ciby Joseph
Publisher : John Wiley & Sons
Page : 454 pages
File Size : 52,5 Mb
Release : 2013-04-22
Category : Business & Economics
ISBN : 9781118604892

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Advanced Credit Risk Analysis and Management by Ciby Joseph Pdf

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.

Retail Credit Risk Management

Author : M. Anolli,E. Beccalli,T. Giordani
Publisher : Springer
Page : 236 pages
File Size : 55,7 Mb
Release : 2013-01-29
Category : Business & Economics
ISBN : 9781137006769

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Retail Credit Risk Management by M. Anolli,E. Beccalli,T. Giordani Pdf

Introducing the fundamentals of retail credit risk management, this book provides a broad and applied investigation of the related modeling theory and methods, and explores the interconnections of risk management, by focusing on retail and the constant reference to the implications of the financial crisis for credit risk management.

The Validation of Risk Models

Author : S. Scandizzo
Publisher : Springer
Page : 242 pages
File Size : 42,5 Mb
Release : 2016-07-01
Category : Business & Economics
ISBN : 9781137436962

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The Validation of Risk Models by S. Scandizzo Pdf

This book is a one-stop-shop reference for risk management practitioners involved in the validation of risk models. It is a comprehensive manual about the tools, techniques and processes to be followed, focused on all the models that are relevant in the capital requirements and supervisory review of large international banks.

Credit Risk Management

Author : Tony Van Gestel,Bart Baesens
Publisher : Oxford University Press
Page : 552 pages
File Size : 52,7 Mb
Release : 2009
Category : Business & Economics
ISBN : 9780199545117

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Credit Risk Management by Tony Van Gestel,Bart Baesens Pdf

This first of three volumes on credit risk management, providing a thorough introduction to financial risk management and modelling.

Credit Risk Models and Management

Author : David Shimko
Publisher : Risk
Page : 670 pages
File Size : 54,8 Mb
Release : 2004
Category : Credit
ISBN : CORNELL:31924099413035

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Credit Risk Models and Management by David Shimko Pdf

Building upon the seminal work established in the first best selling edition, this fully revised multi-author reference collection brings you up-to date with a complete and cohesive examination on the latest techniques for credit risk assessment and management