S IMBIG: Cosmological Constraints from the Redshift-Space Galaxy Skew Spectra
Physical Review D(2024)
摘要
Extracting the non-Gaussian information of the cosmic large-scale structure
(LSS) is vital in unlocking the full potential of the rich datasets from the
upcoming stage-IV galaxy surveys. Galaxy skew spectra serve as efficient
beyond-two-point statistics, encapsulating essential bispectrum information
with computational efficiency akin to power spectrum analysis. This paper
presents the first cosmological constraints from analyzing the full set of
redshift-space galaxy skew spectra of the data from the SDSS-III BOSS,
accessing cosmological information down to nonlinear scales. Employing the
S IMBIG forward modeling framework and simulation-based
inference via normalizing flows, we analyze the CMASS-SGC sub-sample, which
constitute approximately 10% of the full BOSS data. Analyzing the scales up to
k_ max=0.5 Mpc^-1h, we find that the skew spectra improve the
constraints on Ω_ m, Ω_ b, h, and n_s by 34%, 35%,
18%, 10%, respectively, compared to constraints from previous S IMBIG power spectrum multipoles analysis, yielding
Ω_ m=0.288^+0.024_-0.034, Ω_ b=
0.043^+0.005_-0.007, h=0.759^+0.104_-0.050, n_ s =
0.918^+0.041_-0.090 (at 68% confidence limit). On the other hand, the
constraints on σ_8 are weaker than from the power spectrum. Including
the Big Bang Nucleosynthesis (BBN) prior on baryon density reduces the
uncertainty on the Hubble parameter further, achieving
h=0.750^+0.034_-0.032, which is a 38% improvement over the constraint
from the power spectrum with the same prior. Compared to the S IMBIG bispectrum (monopole) analysis, skew spectra offer
comparable constraints on larger scales (k_ max<0.3 Mpc^-1h)
for most parameters except for σ_8.
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要