English

Cosmological constraints from HSC Y1 lensing convergence PDF

Cosmology and Nongalactic Astrophysics 2023-11-23 v2

Abstract

We utilize the probability distribution function (PDF) of normalized convergence maps reconstructed from the Subaru Hyper Suprime-Cam (HSC) Y1 shear catalogue, in combination with the power spectrum, to measure the matter clustering amplitude S8=σ8Ωm/0.3S_8=\sigma_8\sqrt{\Omega_m/0.3}. The large-scale structure's statistical properties are incompletely described by the traditional two-point statistics, motivating our investigation of the PDF -- a complementary higher-order statistic. By defining the PDF over the standard deviation-normalized convergence map we are able to isolate the non-Gaussian information. We use tailored simulations to compress the data vector and construct a likelihood approximation. We mitigate the impact of survey and astrophysical systematics with cuts on smoothing scales, redshift bins, and data vectors. We find S8=0.8600.109+0.066S_8=0.860^{+0.066}_{-0.109} from the PDF alone and S8=0.7980.042+0.029S_8=0.798^{+0.029}_{-0.042} from the combination of PDF and power spectrum (68% CL). The PDF improves the power spectrum-only constraint by about 10%.

Keywords

Cite

@article{arxiv.2304.05928,
  title  = {Cosmological constraints from HSC Y1 lensing convergence PDF},
  author = {Leander Thiele and Gabriela A. Marques and Jia Liu and Masato Shirasaki},
  journal= {arXiv preprint arXiv:2304.05928},
  year   = {2023}
}

Comments

6+4 pages, 4+4 figures; PRD accepted version

R2 v1 2026-06-28T10:02:24.610Z