Credit Risk Management Pricing, Measurement, and Modeling /

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 th...

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Main Author: Witzany, Jiří. (Author, http://id.loc.gov/vocabulary/relators/aut)
Corporate Author: SpringerLink (Online service)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Subjects:
Online Access:https://doi.org/10.1007/978-3-319-49800-3
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100 1 |a Witzany, Jiří.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Credit Risk Management  |h [electronic resource] :  |b Pricing, Measurement, and Modeling /  |c by Jiří Witzany. 
250 |a 1st ed. 2017. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2017. 
300 |a XVI, 256 p. 87 illus., 65 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
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505 0 |a Introduction -- Credit Risk Management -- Rating and Scoring Systems -- Portfolio Credit Risk -- Credit Derivatives -- Conclusion -- Index. 
520 |a 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. 
650 0 |a Banks and banking. 
650 0 |a Business enterprises—Finance. 
650 0 |a Risk management. 
650 0 |a Financial engineering. 
650 0 |a Economics, Mathematical . 
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650 2 4 |a Business Finance.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/512000 
650 2 4 |a Risk Management.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/612040 
650 2 4 |a Financial Engineering.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/612020 
650 2 4 |a Quantitative Finance.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/M13062 
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776 0 8 |i Printed edition:  |z 9783319498010 
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950 |a Economics and Finance (R0) (SpringerNature-43720)