English

Constraining $M_\nu$ with the Bispectrum II: The Total Information Content of the Galaxy Bispectrum

Cosmology and Nongalactic Astrophysics 2021-04-21 v1

Abstract

Massive neutrinos suppress the growth of structure on small scales and leave an imprint on large-scale structure that can be measured to constrain their total mass, MνM_\nu. With standard analyses of two-point clustering statistics, MνM_\nu constraints are severely limited by parameter degeneracies. Hahn et al.(2020) demonstrated that the bispectrum, the next higher-order statistic, can break these degeneracies and dramatically improve constraints on MνM_\nu and other cosmological parameters. In this paper, we present the constraining power of the redshift-space galaxy bispectrum, B0gB_0^g. We construct the Molino suite of 75,000 mock galaxy catalogs from the Quijote NN-body simulations using the halo occupation distribution (HOD) model, which provides a galaxy bias framework well-suited for simulation-based approaches. Using these mocks, we present Fisher matrix forecasts for {Ωm,Ωb,h,ns,σ8,Mν}\{\Omega_m,\Omega_b,h,n_s,\sigma_8, M_\nu\} and quantify, for the first time, the total information content of B0gB_0^g down to nonlinear scales. For kmax=0.5h/Mpck_{\rm max}=0.5h/Mpc, B0gB_0^g improves constraints on Ωm,Ωb,h,ns,σ8\Omega_m,\Omega_b,h,n_s,\sigma_8, and MνM_\nu by 2.8, 3.1, 3.8, 4.2, 4.2, and 4.6×4.6\times over the power spectrum, after marginalizing over HOD parameters. Even with priors from PlanckPlanck, B0gB_0^g improves all of the cosmological constraints by 2×\gtrsim2\times. In fact, for PgP_\ell^g and B0gB_0^g out to kmax=0.5h/Mpck_{\rm max}=0.5h/Mpc with PlanckPlanck priors, we achieve a 1σ1\sigma MνM_\nu constraint of 0.048 eV, which is tighter than the current best cosmological constraint. While effects such as survey geometry and assembly bias will have an impact, these constraints are derived for (1h1Gpc)3(1h^{-1}{\rm Gpc})^3, a substantially smaller volume than upcoming surveys. Therefore, we conclude that the galaxy bispectrum will significantly improve cosmological constraints for upcoming galaxy surveys -- especially for MνM_\nu.

Keywords

Cite

@article{arxiv.2012.02200,
  title  = {Constraining $M_\nu$ with the Bispectrum II: The Total Information Content of the Galaxy Bispectrum},
  author = {ChangHoon Hahn and Francisco Villaescusa-Navarro},
  journal= {arXiv preprint arXiv:2012.02200},
  year   = {2021}
}

Comments

24 pages, 4 figures, the Molino catalog is publicly available at https://changhoonhahn.github.io/molino/