Statistics of peaks of weakly non-Gaussian random fields: Effects of bispectrum in two- and three-dimensions
Abstract
Analytic expressions for the statistics of peaks of random fields with weak non-Gaussianity are provided. Specifically, the abundance and spatial correlation of peaks are represented by formulas which can be evaluated only by virtually one-dimensional integrals. We assume the non-Gaussianity is weak enough such that it is represented by linear terms of the bispectrum. The formulas are formally given in N -dimensional space, and explicitly given in the case of N =1 , 2, 3. Some examples of peak statistics in cosmological fields are calculated for the cosmic density field and weak lensing field, assuming the weak non-Gaussianity is induced by gravity. The formulas of this paper would find a fit in many applications to statistical analyses of cosmological fields.
- Publication:
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Physical Review D
- Pub Date:
- February 2020
- DOI:
- arXiv:
- arXiv:2001.05702
- Bibcode:
- 2020PhRvD.101d3532M
- Keywords:
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- Astrophysics - Cosmology and Nongalactic Astrophysics
- E-Print:
- 19 pages, 5 figures