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arXiv 1207.1102astro-ph.CO
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星系巡天中的最佳加权:应用于红移空间畸变

Optimal Weighting in Galaxy Surveys: Application to Redshift-Space Distortions

Nico Hamaus, Uroš Seljak, Vincent Desjacques

摘要:

使用多个大尺度结构示踪剂可以避免采样方差对宇宙学中某些感兴趣的参数所施加的限制。我们证明了最佳的方式进行多示踪剂分析的星系红移调查考虑的主成分的散粒噪声矩阵从两点聚类统计。我们将展示如何构建两个示踪剂,最大限度地提高采样方差和散粒噪声消除使用最佳权重的好处。基于高分辨率的N体模拟的暗物质晕,我们应用这种技术的红移空间扭曲的分析,并演示如何限制结构形成的增长率可以大大提高。主要的限制是非线性效应,这会在k<0.1h/Mpc的尺度上导致方法的显著偏差,这表明需要开发红移空间扭曲的非线性模型,以便从未来的红移测量中提取最大的信息。尽管如此,我们发现增益的几个因素的限制时,可以实现的增长率仅仅是线性制度的星系调查,如EUCLID被认为是。

英文摘要:

Using multiple tracers of large-scale structure allows to evade the limitations imposed by sampling variance for some parameters of interest in cosmology. We demonstrate the optimal way of carrying out a multitracer analysis in a galaxy redshift survey by considering the principal components of the shot noise matrix from two-point clustering statistics. We show how to construct two tracers that maximize the benefits of sampling variance and shot noise cancellation using optimal weights. On the basis of high-resolution N-body simulations of dark matter halos we apply this technique to the analysis of redshift-space distortions and demonstrate how constraints on the growth rate of structure formation can be substantially improved. The primary limitation are nonlinear effects, which cause significant biases in the method already at scales of k<0.1h/Mpc, suggesting the need to develop nonlinear models of redshift-space distortions in order to extract the maximum information from future redshift surveys. Nonetheless we find gains of a factor of a few in constraints on the growth rate achievable when merely the linear regime of a galaxy survey like EUCLID is considered.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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