Gaussian Anamorphosis with Hermite Polynomials

Abstract

The lognormal model proposes a rather narrow framework for non-linear geostatistical estimation. We examine a more flexible approach which uses Hermite polynomials for transforming a variable with a skewed distribution into a Gaussian variable.