Analytic Gaussian covariance matrices for galaxy N-point correlation functions

被引:12
|
作者
Hou, Jiamin [1 ]
Cahn, Robert N. [2 ]
Philcox, Oliver H. E. [3 ,4 ]
Slepian, Zachary [1 ,2 ]
机构
[1] Univ Florida, Dept Astron, 211 Bryant Space Sci Ctr, Gainesville, FL 32611 USA
[2] Lawrence Berkeley Natl Lab, 1 Cyclotron Rd, Berkeley, CA 94720 USA
[3] Princeton Univ, Dept Astrophys Sci, Princeton, NJ 08540 USA
[4] Inst Adv Study, Sch Nat Sci, 1 Einstein Dr, Princeton, NJ 08540 USA
关键词
OSCILLATION SPECTROSCOPIC SURVEY; 3-POINT CORRELATION-FUNCTION; ANISOTROPIC POWER SPECTRUM; GROWTH-RATE; FINAL DATA; CONFIGURATION-SPACE; CLUSTERING ANALYSIS; QUASAR SAMPLE; REDSHIFT; 0.6; RECONSTRUCTION;
D O I
10.1103/PhysRevD.106.043515
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
We derive analytic covariance matrices for the N-point correlation functions (NPCFs) of galaxies in the Gaussian limit. Our results are given for arbitrary N and projected onto the isotropic basis functions given by spherical harmonics and Wigner 3j symbols. A numerical implementation of the 4PCF covariance is compared to the sample covariance obtained from a set of lognormal simulations, Quijote dark matter halo catalogues, and MultiDark-Patchy galaxy mocks, with the latter including realistic survey geometry. The analytic formalism gives reasonable predictions for the covariances estimated from mock simulations with a periodic-box geometry. Furthermore, fitting for an effective volume and number density by maximizing a likelihood based on Kullback-Leibler divergence is shown to partially compensate for the effects of a nonuniform window function. Our result is recently shown to facilitate NPCF analysis on a realistic survey data.
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页数:34
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