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Credit Risk Management: Pricing, Measurement, and
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Credit Risk Management: Pricing, Measurement, and
Modeling
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business account Hardcover: 272 pages Publisher: Springer; 1st ed. 2017 edition (March 6, 2017) Language:
English ISBN-10: 3319497995 ISBN-13: 978-3319497990 Product Dimensions: 6.1 x 0.6 x 9.2 inches
Shipping Weight: 7 ounces (View shipping rates and policies)
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Book Description
This book introduces to basic and advanced methods for credit risk management. It covers
classical debt instruments and modern financial markets products. The author describes not only
standard rating and scoring methods like Classification Trees or Logistic Regression, but also less
known models that are subject of ongoing research, like e.g. Support Vector Machines, Neural
Networks, or Fuzzy Inference Systems. The book also illustrates financial and commodity
markets and analyzes the principles of advanced credit risk modeling techniques and credit
derivatives pricing methods. Particular attention is given to the challenges of counterparty risk
management, Credit Valuation Adjustment (CVA) and the related regulatory Basel III
requirements. As a conclusion, the book provides the reader with all the essential aspects of
classical and modern credit risk management and modeling.

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