TY  - BOOK
AU  - Witzany,Jiří
TI  - Derivatives: theory and practice of trading, valuation, and risk management 
SN  - 9783030517533
AV  - HG4928.5 .W83 2020 
U1  - 332.1 23
PY  - 2020///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Banks and banking
KW  - Business enterprises
KW  - Finance
KW  - Economics, Mathematical
KW  - Financial engineering
KW  - Risk management
KW  - Banking
KW  - Business Finance
KW  - Financial Engineering
KW  - Quantitative Finance
KW  - Risk Management
N1  - Introduction -- Credit Risk Management -- Rating and Scoring Systems -- Portfolio Credit Risk -- Credit Derivatives -- Conclusion -- Index
N2  - 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
ER  -