Fisher for complements: Extracting cosmology and neutrino mass from the counts-in-cells PDF

TL;DR

This paper analyzes the cosmology dependence of counts-in-cell statistics, especially the matter PDF, to improve constraints on cosmological parameters and neutrino mass using simulations and Fisher forecasts.

Contribution

It introduces a formalism linking the matter PDF to cosmological parameters, including massive neutrinos, and demonstrates its effectiveness in constraining these parameters.

Findings

Matter PDF is highly sensitive to neutrino mass $M_\nu$.

Combining matter PDF with power spectrum improves parameter constraints.

Total neutrino mass can be constrained to better than 0.01 eV with large volume data.

Abstract

We comprehensively analyse the cosmology dependence of counts-in-cell statistics. We focus on the shape of the one-point probability distribution function (PDF) of the matter density field at mildly nonlinear scales. Based on large-deviation statistics, we parametrise the cosmology dependence of the matter PDF in terms of the linear power spectrum, the growth factor, the spherical collapse dynamics, and the nonlinear variance. We extend our formalism to include massive neutrinos, finding that the total matter PDF is highly sensitive to the total neutrino mass $M_\nu$ and can disentangle it from the clustering amplitude $\sigma_8$. Using more than a million PDFs extracted from the Quijote simulations, we determine the response of the matter PDF to changing parameters in the $\nu\Lambda$CDM model and successfully cross-validate the theoretical model and the simulation measurements. We present the first $\nu\Lambda$CDM Fisher forecast for the matter PDF at multiple scales and redshifts, and its combination with the matter power spectrum. We establish that the matter PDF and the matter power spectrum are highly complementary at mildly nonlinear scales. The matter PDF is particularly powerful for constraining the matter density $\Omega_m$, clustering amplitude $\sigma_8$ and the total neutrino mass $M_\nu$. Adding the mildly nonlinear matter PDF to the mildly nonlinear matter power spectrum improves constraints on $\Omega_m$ by a factor of 5 and $\sigma_8$ by a factor of 2 when considering the three lowest redshifts. In our joint analysis of the matter PDF and matter power spectrum at three redshifts, the total neutrino mass is constrained to better than 0.01 eV with a total volume of 6 (Gpc/h)$^3$. We discuss how density-split statistics can be used to translate those encouraging results for the matter PDF into realistic observables in galaxy surveys.