论文标题
使用EFT的可能性从偏见的示踪剂中推断出无偏见的宇宙学推断
Unbiased Cosmology Inference from Biased Tracers using the EFT Likelihood
论文作者
论文摘要
我们使用先前在Schmidt等人,2018; Elsner等,2019 [1,2]中提出的有效田间理论(EFT)的可能性提出了有关宇宙学推断的最新信息。具体而言,我们为最初的条件添加了一个截止,这些条件是物质正向模型的起点。我们表明,这种截止物在任何以前的相关工作中都没有使用,这对于规范循环积分很重要,否则涉及小规模的非扰动模式。然后,我们使用二阶和三阶偏置扩展,对线性功率谱归一化的推断值$σ_{8} $的推断值,对所有偏置参数施加统一的先验。由于完美的偏见 - $σ_{8} $在线性顺序上脱落,因此对$σ_{8} $的约束完全依赖于非线性信息。结果表明,当降低波数($λ$)的截止时间时,预期的收敛行为。当包括最多$ k \leqλ= 0.1 \,h \,{\ rm mpc}^{ - 1} $的模式时,在$ \ simsim 6 \中,将$σ_{8} $在$ \ lyssim 6 \中恢复为halo shoo shao shao和redshifts。对于同一范围范围的第三阶偏差扩展,系统偏置缩小至$ 4 \,\%$或更少。与我们提供的其他证据一起,这表明$σ_{8} $中的残留不匹配可以归因于高阶偏差贡献。我们得出的结论是,EFT的可能性能够从预期的理论系统错误中推断出公正的宇宙学限制,从学标的物理偏见的示踪剂中推断出来
We present updates on the cosmology inference using the effective field theory (EFT) likelihood presented previously in Schmidt et al., 2018, Elsner et al., 2019 [1,2]. Specifically, we add a cutoff to the initial conditions that serve as starting point for the matter forward model. We show that this cutoff, which was not employed in any previous related work, is important to regularize loop integrals that otherwise involve small-scale, non-perturbative modes. We then present results on the inferred value of the linear power spectrum normalization $σ_{8}$ from rest-frame halo catalogs using both second- and third-order bias expansions, imposing uniform priors on all bias parameters. Due to the perfect bias-$σ_{8}$ degeneracy at linear order, constraints on $σ_{8}$ rely entirely on nonlinear information. The results show the expected convergence behavior when lowering the cutoff in wavenumber, $Λ$. When including modes up to $k \leq Λ= 0.1\,h\,{\rm Mpc}^{-1}$ in the second-order case, $σ_{8}$ is recovered to within $\lesssim 6\,\%$ for a range of halo masses and redshifts. The systematic bias shrinks to $4\,\%$ or less for the third-order bias expansion on the same range of scales. Together with additional evidence we provide, this shows that the residual mismatch in $σ_{8}$ can be attributed to higher-order bias contributions. We conclude that the EFT likelihood is able to infer unbiased cosmological constraints, within expected theoretical systematic errors, from physical biased tracers on quasilinear scales