The Aemulus Project. V. Cosmological Constraint from Small-scale Clustering of BOSS Galaxies

• Published in: The Astrophysical journal Vol. 948; no. 2; pp. 99 - 123
• Main Authors: Zhai, Zhongxu, Tinker, Jeremy L., Banerjee, Arka, DeRose, Joseph, Guo, Hong, Mao, Yao-Yuan, McLaughlin, Sean, Storey-Fisher, Kate, Wechsler, Risa H.
• Format: Journal Article
• Language: English
• Published: Philadelphia The American Astronomical Society 01-05-2023; IOP Publishing
• Subjects: Astronomical models; ASTRONOMY AND ASTROPHYSICS; Astrophysics; Bias; Cluster analysis; Clustering; Cold dark matter; Correlation; Cosmology; Dark matter; Galaxies; Large-scale structure of the universe; Modelling; Observational cosmology; Parameters; Quadrupoles; Red shift; Relativity; Simulation; Stars & galaxies; Systematic errors; Velocity; Velocity distribution
• ISSN: 0004-637X; 1538-4357
• DOI: 10.3847/1538-4357/acc65b

Abstract
We analyze clustering measurements of BOSS galaxies using a simulation-based emulator of two-point statistics. We focus on the monopole and quadrupole of the redshift-space correlation function, and the projected correlation function, at scales of 0.1 ∼ 60
h
−1
Mpc. Although our simulations are based on
w
CDM with general relativity (GR), we include a scaling parameter of the halo velocity field,
γ
f
, defined as the amplitude of the halo velocity field relative to the GR prediction. We divide the BOSS data into three redshift bins. After marginalizing over other cosmological parameters, galaxy bias parameters, and the velocity scaling parameter, we find
f
σ
8
(
z
= 0.25) = 0.413 ± 0.031,
f
σ
8
(
z
= 0.4) = 0.470 ± 0.026, and
f
σ
8
(
z
= 0.55) = 0.396 ± 0.022. Compared with Planck observations using a flat Lambda cold dark matter model, our results are lower by 1.9
σ
, 0.3
σ
, and 3.4
σ
, respectively. These results are consistent with other recent simulation-based results at nonlinear scales, including weak lensing measurements of BOSS LOWZ galaxies, two-point clustering of eBOSS LRGs, and an independent clustering analysis of BOSS LOWZ. All these results are generally consistent with a combination of
γ
f
1
/
2
σ
8
≈
0.75
. We note, however, that the BOSS data is well fit assuming GR, i.e.,
γ
f
= 1. We cannot rule out an unknown systematic error in the galaxy bias model at nonlinear scales, but near-future data and modeling will enhance our understanding of the galaxy–halo connection, and provide a strong test of new physics beyond the standard model.