Analytical Techniques in the Assessment of Credit Risk An Overview of Methodologies and Applications /

• Main Authors: Doumpos, Michalis (Author, http://id.loc.gov/vocabulary/relators/aut), Lemonakis, Christos (http://id.loc.gov/vocabulary/relators/aut), Niklis, Dimitrios (http://id.loc.gov/vocabulary/relators/aut), Zopounidis, Constantin (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: EURO Advanced Tutorials on Operational Research,
• Subjects: Operations research.; Decision making.; Risk management.; Management science.; Banks and banking.; Operations Research/Decision Theory.; Risk Management.; Operations Research, Management Science.; Banking.
• Physical Description: VIII, 111 p. 14 illus. online resource.
• ISBN: 9783319994116
• ISSN: 2364-687X
• DOI: 10.1007/978-3-319-99411-6

This book provides a unique, focused introduction to the analytical skills, methods and techniques in the assessment of credit risk that are necessary to tackle and analyze complex credit problems. It employs models and techniques from operations research and management science to investigate more closely risk models for applications within the banking industry and in financial markets. Furthermore, the book presents the advances and trends in model development and validation for credit scoring/rating, the recent regulatory requirements and the current best practices. Using examples and fully worked case applications, the book is a valuable resource for advanced courses in financial risk management, but also helpful to researchers and professionals working in financial and business analytics, financial modeling, credit risk analysis, and decision science.