Basic Statistics for Risk Management in Banks and Financial Institutions

Erscheinungsjahr 2022
ISBN: 978-0-19-284901-4
Verlag: Oxford University Press

Buch, Englisch, 314 Seiten, Format (B × H): 148 mm x 224 mm, Gewicht: 531 g

The book provides an engaging account of theoretical, empirical, and practical aspects of various statistical methods in measuring risks of financial institutions, especially banks. In this book, the author demonstrates how banks can apply many simple but effective statistical techniques to analyze risks they face in business and safeguard themselves from potential vulnerability. It covers three primary areas of banking; risks-credit, market, and operational risk and in a uniquely intuitive, step-by-step manner the author provides hands-on details on the primary statistical tools that can be applied for financial risk measurement and management.

The book lucidly introduces concepts of various well-known statistical methods such as correlations, regression, matrix approach, probability and distribution theorem, hypothesis testing, value at risk, and Monte Carlo simulation techniques and provides a hands-on estimation and interpretation of these tests in measuring risks of the financial institutions. The book strikes a fine balance between concepts and mathematics to tell a rich story of thoughtful use of statistical methods.

Autoren/Hrsg.

Bandyopadhyay, Arindam

Fachgebiete

• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftsstatistik, Demographie
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Wirtschaftswissenschaften Finanzsektor & Finanzdienstleistungen Bankwirtschaft

Über Autor(innen)

Arindam Bandyopadhyay is Professor and Dean (Academic Program), National Institute of Bank Management. He is also the Editor of the journal PRAJNAN. He has a PhD and an M.Phil from Jawaharlal Nehru University.