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arXiv 1012.3168astro-ph.COmath.STstat.TH
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非高斯引力聚簇场统计

Non-Gaussian gravitational clustering field statistics

F. S. Kitaura

摘要:

在这项工作中,我们调查的多元统计描述的物质分布的非线性制度。我们引入对数正态分布的多元Edgeworth展开来模拟宇宙学物质场。这种方法可以利用高阶关联函数的信息来产生和重建三维非线性宇宙密度场。我们明确计算的扩展到三阶微扰理论利用多元埃尔米特多项式到六阶。物质场的概率分布函数在这个层次上包括两点、三点和四点关联函数。我们使用分层模型来制定基于两点关联函数的组合的高阶关联函数。这使我们能够找到紧凑的表达式的偏度和峰度项的扩展对数正态域,可以有效地计算。然而,该方法是灵活的,将任意高阶关联函数,具有解析表达式。这种技术的应用可以是特别有用的,以执行弱透镜或中性氢21厘米线层析成像,以及直接使用星系分布或莱曼α森林研究结构的形成。

英文摘要:

In this work we investigate the multivariate statistical description of the matter distribution in the nonlinear regime. We introduce the multivariate Edgeworth expansion of the lognormal distribution to model the cosmological matter field. Such a technique could be useful to generate and reconstruct three-dimensional nonlinear cosmological density fields with the information of higher order correlation functions. We explicitly calculate the expansion up to third order in perturbation theory making use of the multivariate Hermite polynomials up to sixth order. The probability distribution function for the matter field includes at this level the two-point, the three-point and the four-point correlation functions. We use the hierarchical model to formulate the higher order correlation functions based on combinations of the two-point correlation function. This permits us to find compact expressions for the skewness and kurtosis terms of the expanded lognormal field which can be efficiently computed. The method is, however, flexible to incorporate arbitrary higher order correlation functions which have analytical expressions. The applications of such a technique can be especially useful to perform weak-lensing or neutral hydrogen 21 cm line tomography, as well as to directly use the galaxy distribution or the Lyman-alpha forest to study structure formation.

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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