Generation of Arbitrarily Non-Gaussian Fields with a Set Correlation Structure
Cosmology and Nongalactic Astrophysics
2015-06-15 v1
Abstract
Non-Gaussianity in the cosmic microwave background and the large-scale structure of galaxies provides an increasingly powerful probe of the universe. I implement an algorithm to generate realisations of fields that possess an arbitrary probability distribution function and an arbitrary power spectrum and demonstrate the code with a number of examples, including the uniform distribution, the Laplace distribution, the and distributions, Rayleigh and Maxwell-Boltzmann distributions. The code is available at http://sourceforge.net/projects/nongaussian.
Cite
@article{arxiv.1305.2345,
title = {Generation of Arbitrarily Non-Gaussian Fields with a Set Correlation Structure},
author = {Iain A. Brown},
journal= {arXiv preprint arXiv:1305.2345},
year = {2015}
}
Comments
12 pages, 7 figures, ReVTeX4. Code available at http://sourceforge.net/projects/nongaussian