Credit Risk : Models, Derivatives, and Management book cover
1st Edition

Credit Risk
Models, Derivatives, and Management

Edited By

Niklas Wagner

ISBN 9781584889946
Published May 28, 2008 by Chapman and Hall/CRC
598 Pages 94 B/W Illustrations

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Book Description

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 sections, the book

•          Explores the rapidly developing area of credit derivative products, including iTraxx Futures, iTraxx Default Swaptions, and constant proportion debt obligations

•          Addresses the relationships between the DJ iTraxx credit default swap (CDS) index and the stock market as well as CDS spreads and macroeconomic factors

•          Investigates systematic and firm-specific default risk factors, compares CDS pricing results from the CreditGrades industry benchmark to a trinomial tree approach, and applies the Hull–White intensity-based model to the pricing of names from the CDX index

•          Analyzes aggregate default and recovery rates on corporate bond defaults over a twenty-year period, the responses of hazard rates to changes in a set of economic variables, low-default portfolios, and tests on the accuracy of the Basel II framework

•          Describes benchmark models of implied credit correlation risk, copula-based default dependence concepts, the fit of various copula models, and a common factor model of systematic credit risk

•          Studies the pricing of options on single-name CDSs, the pricing of credit derivatives, collateralized debt obligation (CDO) price data, the pricing of CDO tranches, applications of Gaussian and Student’s t copula functions, and the pricing of CDOs

Using mathematical models and methodologies, this volume provides the essential knowledge to properly manage credit risk and make sound financial decisions.

Table of Contents

Preface A View on Credit Derivatives
Single Name Credit Default Swap Valuation: An Introductory Review
Anouk G.P. Claes and Marc J.K. De Ceuster
Valuation of Credit Derivatives with Counterparty Risk
Volker Läger, Andreas Oehler, Marco Rummer, and Dirk Schiefer
Integrated Credit Portfolio Management: A Preview
Jochen Felsenheimer and Philip Gisdakis
Credit Default Swaps and an Application to the Art Market: A Proposal
Rachel A.J. Campbell and Christian Wiehenkamp
Credit Risk, Spreads, and Spread Determinants
Credit Default Swaps and Equity Prices: The iTraxx CDS Index Market
Hans Byström
The Determinants of CDS Prices: An Industry-Based Investigation
Danielle Sougné, Cédric Heuchenne, and Georges Hübner
Credit Spread Dynamics: Evidence from Latin America
Kannan Thuraisamy, Gerry Gannon, and Jonathan A. Batten
Accounting Data Transparency and Credit Spreads: Clinical Studies
Umberto Cherubini
Anticipating Credit Events Using Credit Default Swaps: An Application to Sovereign Debt Crises
Jorge Antonio Chan-Lau
Credit Risk Modeling and Pricing
Investigating the Role of Systematic and Firm-Specific Factors in Default Risk: Lessons from Empirically Evaluating Credit Risk Models
Gurdip Bakshi, Dilip Madan, and Frank Xiaoling Zhang
Pricing CDX Credit Default Swaps with CreditGrades and Trinomial Trees
Christian Stewart and Niklas Wagner
Pricing CDX Credit Default Swaps Using the Hull–White Model
Bastian Hofberger and Niklas Wagner
Default Risk, Recovery Risk, and Rating
The Link between Default and Recovery Rates: Theory, Empirical Evidence, and Implications
Edward I. Altman, Brooks Brady, Andrea Resti, and Andrea Sironi
Business and Financial Indicators: What Are the Determinants of Default Probability Changes?
Fabien Couderc, Olivier Renault, and Olivier Scaillet
Managing Credit Risk for Retail Low-Default Portfolios
Gabriele Sabato
Tests on the Accuracy of Basel II
Simone Varotto
Credit Risk Dependence and Dependent Defaults
Correlation Risk: What the Market Is Telling Us and Does It Make Sense?
Vineer Bhansali
Copula-Based Default Dependence Modeling: Where Do We Stand?
Elisa Luciano
Correlated Default Processes: A Criterion-Based Copula Approach
Sanjiv R. Das and Gary Geng
Systematic Credit Risk: CDX Index Correlation and Extreme Dependence
Sofiane Aboura and Niklas Wagner
Options, Portfolios, and Pricing Loss Distribution Tranches
CDS Options through Candidate Market Models and the CDS-Calibrated CIR++ Stochastic Intensity Model
Damiano Brigo
Arbitrage Pricing of Credit Derivatives
Siu Lam Ho and Lixin Wu
An Empirical Analysis of CDO Data
Vincent Leijdekker, Martijn van der Voort, and Ton Vorst
Pricing Tranched Credit Products with Generalized Multifactor Models
Manuel Moreno, Juan I. Peña, and Pedro Serrano
CDO Prices and Risk Management: A Comparative Study of Alternative Approaches for Pricing iTraxx
Jean-Michel Bourdoux, Georges Hübner, and Jean-Roch Sibille
Numerical Pricing of CDOs: A Monte Carlo Approach
Manuel Moreno and Pedro Serrano

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Credit Risk: Models, Derivatives, and Management is the most comprehensive available volume of authoritative readings on credit risk modeling. Niklas Wagner has given us a package of 26 chapters by well-recognized authors, treating all major aspects of the subject, from the behavior of default probabilities, recovery, and correlation to the pricing of a wide range of single-name and multi-name credit products. Every practitioner covering the topic will appreciate access to this collection.”
—Darrell Duffie, Dean Witter Distinguished Professor of Finance, The Graduate School of Business, Stanford University, California, USA

"Well-recognized academics and industry experts offer their perspectives on current advances in credit risk modeling, pricing, and management . . . contains a nice mixture of theoretical and empirical contributions. In view of the current U.S. subprime mortgage loan crisis, CDO-based credit problems and several bankruptcies of financial institutions, this book is highly topical and offers valuable tools to both academics and practitioners alike."

– Giacomo Bonanno, in Zentralblatt Math, 2009