Quality of a Gaussian approximation to a lognormal distribution for low and high STD. Top: multiplicative noise associated with an average error of 10%. The lognormal distribution is well approximated by a normal distribution. Bottom: multiplicative noise associated with an average error of a factor of two. The PDF of the lognormal distribution is significantly asymmetric and thus poorly approximated by a normal distribution.