An estimator for the characteristic exponent parameter of distributions of the symmetric, stable class has been developed by Fama and Roll [2]. This estimator was applied to empirical distributions of stock price changes. A suggestive test utilizing the properties of the characteristic exponent was performed on these distributions, and the result was that stock prices do not appear to be distributed as a simple mixture of normal distributions.