Peaks sphericity of non-Gaussian random fields
Abstract
We formulate the statistics of peaks of non-Gaussian random fields and implement it to study the sphericity of peaks. For non-Gaussianity of the local type, we present a general formalism valid regardless of how large the deviation from Gaussian statistics is. For general types of non-Gaussianity, we provide a framework that applies to any system with a given power spectrum and the corresponding bispectrum in the regime in which contributions from higher-order correlators can be neglected. We present an explicit expression for the most probable values of the sphericity parameters, including the effect of non-Gaussianity on the shape. We show that the effects of small perturbative non-Gaussianity on the sphericity parameters are negligible, as they are even smaller than the subleading Gaussian corrections. In contrast, we find that large non-Gaussianity can significantly distort the peak configurations, making them much less spherical.
Keywords
Cite
@article{arxiv.2503.05434,
title = {Peaks sphericity of non-Gaussian random fields},
author = {Cristiano Germani and Mohammad Ali Gorji and Michiru Uwabo-Niibo and Masahide Yamaguchi},
journal= {arXiv preprint arXiv:2503.05434},
year = {2025}
}
Comments
37 pages, 4 figures and 1 table. v2 matches the version accepted in JCAP