The Z-Score is Dead, Long Live the Z-Score! A New Way to Measure Bank Risk
Author(s) -
Ion Lapteacru
Publication year - 2017
Publication title -
ssrn electronic journal
Language(s) - English
Resource type - Journals
ISSN - 1556-5068
DOI - 10.2139/ssrn.2963525
Subject(s) - measure (data warehouse) , score , standard score , framingham risk score , statistics , actuarial science , mathematics , economics , medicine , computer science , data mining , disease
This paper raises questions about the consistency of the Z-score, which is the most applied accounting-based measure of bank risk. In spite of its main advantage, namely the concept of risk on which it relies, the traditional formula is precisely inconsistent with this concept. The Z-score is deduced from the probability that bank’s losses exceed its capital, but under the very unrealistic assumption of normally distributed returns on assets. Consequently, we propose a structural approach to determine this bank risk measure. It consists to define the default event when banks’ profit is lower than a default threshold level, which is based on the balance-sheet structure of banks and on new prudential regulation requirements.
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