1.

Record Nr.

UNINA9910255027703321

Autore

Witzany Jiří

Titolo

Credit Risk Management : Pricing, Measurement, and Modeling / / by Jiří Witzany

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017

ISBN

3-319-49800-2

Edizione

[1st ed. 2017.]

Descrizione fisica

1 online resource (XVI, 256 p. 87 illus., 65 illus. in color.)

Disciplina

658.88

Soggetti

Banks and banking

Business enterprises—Finance

Risk management

Financial engineering

Economics, Mathematical

Banking

Business Finance

Risk Management

Financial Engineering

Quantitative Finance

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Includes index.

Nota di contenuto

Introduction -- Credit Risk Management -- Rating and Scoring Systems -- Portfolio Credit Risk -- Credit Derivatives -- Conclusion -- Index.

Sommario/riassunto

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.