English

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 χ\chi and χ2\chi^2 distributions, Rayleigh and Maxwell-Boltzmann distributions. The code is available at http://sourceforge.net/projects/nongaussian.

Keywords

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

R2 v1 2026-06-22T00:14:34.746Z