Exponential utility functions have the desirable feature of constant absolute risk aversion but present estimation problems. logarithmic transformations of these functions do not conform to Von Neumann-Morgenstern axioms and hence cannot be used as bases for a best fit. A proper criterion for selecting such a fit is described.