S. Colombi, A SKEWED LOGNORMAL APPROXIMATION TO THE PROBABILITY-DISTRIBUTION FUNCTION OF THE LARGE-SCALE DENSITY FIELD, The Astrophysical journal, 435(2), 1994, pp. 536-539
I propose a method to fit the probability distribution function (PDF)
of the large-scale density field rho, motivated by a Lagrangian versio
n of the continuity equation. It consists in applying the Edgeworth ex
pansion to the quantity Phi = log rho - [log rho]. The method is teste
d on the matter particle distribution in two cold dark matter N-body s
imulations of different physical sizes to cover a large dynamic range.
It is seen to be very efficient, even in the nonlinear regime, and ma
y thus be used as an analytical tool to study the effect on the PDF of
the transition between the weakly nonlinear regime and the highly non
linear regime.