大尺度上各向异性星系两点和三点相关函数的自洽分析:在模拟星系目录中的应用

Naonori S. Sugiyama, S. Saito, F. Beutler, H. Seo
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引用次数: 14

摘要

在三极球谐分解各向异性星系两点和三点相关函数(2PCF和3PCF)的基础上,建立了一种联合分析各向异性星系两点和三点相关函数的实用方法。我们使用MultiDark patch模拟目录执行这样的分析,以演示和理解各向异性3PCF的好处。我们将重点放在$80 h^{-1}\,{\rm Mpc}$以上的尺度上,并利用来自2PCF和3PCF的形状和重子声学振荡(BAO)信号的信息。我们还在2PCF测量中应用密度场重构提高了BAO的信噪比,但在3PCF测量中没有。特别地,我们详细地研究了角直径距离和哈勃参数的约束。我们建立了一个双谱或3PCF模型,其中包含了BAO信号在红移空间中的非线性阻尼。我们仔细考虑了分析中的各种不确定性,包括3PCF的理论模型、窗函数修正、估计参数与基准值的偏差、估计协方差矩阵的模拟实现的数量以及bin大小。对2PCF和3PCF单极子和四极子分量的联合分析表明,与单独分析2PCF相比,重建2PCF测量前后的哈勃参数约束分别提高了30%和20%。这项研究清楚地表明,各向异性的3PCF增加了来自星系调查的宇宙学信息,并鼓励在比我们想象的更小的尺度上进一步发展3PCF模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards a self-consistent analysis of the anisotropic galaxy two- and three-point correlation functions on large scales: application to mock galaxy catalogues
We establish a practical method for the joint analysis of anisotropic galaxy two- and three-point correlation functions (2PCF and 3PCF) on the basis of the decomposition formalism of the 3PCF using tri-polar spherical harmonics. We perform such an analysis with MultiDark Patchy mock catalogues to demonstrate and understand the benefit of the anisotropic 3PCF. We focus on scales above $80 h^{-1}\,{\rm Mpc}$, and use information from the shape and the baryon acoustic oscillation (BAO) signals of the 2PCF and 3PCF. We also apply density field reconstruction to increase the signal-noise ratio of BAO in the 2PCF measurement, but not in the 3PCF measurement. In particular, we study in detail the constraints on the angular diameter distance and the Hubble parameter. We build a model of the bispectrum or 3PCF that includes the nonlinear damping of the BAO signal in redshift space. We carefully account for various uncertainties in our analysis including theoretical models of the 3PCF, window function corrections, biases in estimated parameters from the fiducial values, the number of mock realizations to estimate the covariance matrix, and bin size. The joint analysis of the 2PCF and 3PCF monopole and quadrupole components shows a $30\%$ a nd $20\%$ improvement in Hubble parameter constraints before and after reconstruction of the 2PCF measurements, respectively, compared to the 2PCF analysis alone. This study clearly shows that the anisotropic 3PCF increases cosmological information from galaxy surveys and encourages further development of the modeling of the 3PCF on smaller scales than we consider.
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