Asset returns conforming to a Gaussian random walk are characterised by the
temporal independence of the moments of the distribution. Employing curren
cy returns, this note demonstrates the conditions that are necessary for ri
sk to be estimated in this manner. (C) 2001 Elsevier Science B.V. All right
s reserved.