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Credit-Risk Modelling

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Produktnummer: 188aad9c16c9c04ebc907985092c053e44
Autor: Bolder, David Jamieson
Themengebiete: asset correlation binomial models black scholes default risk financial engineering model risk monte carlo poisson models python code risk modeling
Veröffentlichungsdatum: 12.11.2018
EAN: 9783319946870
Sprache: Englisch
Seitenzahl: 684
Produktart: Gebunden
Verlag: Springer International Publishing
Untertitel: Theoretical Foundations, Diagnostic Tools, Practical Examples, and Numerical Recipes in Python
Produktinformationen "Credit-Risk Modelling"
The risk of counterparty default in banking, insurance, institutional, and pension-fund portfolios is an area of ongoing and increasing importance for finance practitioners. It is, unfortunately, a topic with a high degree of technical complexity. Addressing this challenge, this book provides a comprehensive and attainable mathematical and statistical discussion of a broad range of existing default-risk models. Model description and derivation, however, is only part of the story. Through use of exhaustive practical examples and extensive code illustrations in the Python programming language, this work also explicitly shows the reader how these models are implemented. Bringing these complex approaches to life by combining the technical details with actual real-life Python code reduces the burden of model complexity and enhances accessibility to this decidedly specialized field of study. The entire work is also liberally supplemented with model-diagnostic, calibration, and parameter-estimation techniques to assist the quantitative analyst in day-to-day implementation as well as in mitigating model risk. Written by an active and experienced practitioner, it is an invaluable learning resource and reference text for financial-risk practitioners and an excellent source for advanced undergraduate and graduate students seeking to acquire knowledge of the key elements of this discipline.
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