AbstractMuch research in banking assumes that the data are normally distributed. There has been little empirical confirmation of this assumption. In this paper, the normality assumption is subjected to an extensive test using data for virtually all U.S. commercial banks for several years. The statistical characteristics of 11 common financial ratios are investigated. The findings reject any broad assumption of population normality.