论文标题
选择功能,样品污染和质量校准的验证星系群集样品
Validation of Selection Function, Sample Contamination and Mass Calibration in Galaxy Cluster Samples
论文作者
论文摘要
我们构建和验证Mard-Y3样品的选择函数。通过对第二个ROSAT微弱源目录(2RX)的光学随访选择该样品,并具有深色能源调查3年(DES-Y3)数据。选择函数是通过将经验构造的X射线选择函数与光学随访的不完整模型相结合的模型来建模的。我们通过测试X射线通量和丰富度的约束的一致性来验证联合选择函数 - 质量缩放关系参数来自不同质量信息的不同来源:(1)使用SPT-SZ簇进行跨校准,(2)使用X射线和X射线中的数量计数,同时使用X射线和Optical comminity cosm commintial cosm commantials(2)校准,同时使用X射线,同时使用X射线,同时使用X射线,同时使用了Margiality cosM cosm cosm andimical cosm andical cosm andical cosm insimal cosm insimials(分析。我们发现,数量计数和SPT-SZ跨校准的缩放关系的约束同意,这表明我们对选择函数的建模是足够的。此外,我们通过在Mard-Y3样本中的SPT-SZ样本中找到每个群集的概率来验证选择函数,以验证选择函数。该测试没有显示Mard-Y3污染,SPT-SZ不完整或异常值的明确证据。最后,我们讨论了此处介绍的技术的前景,以限制未来集群宇宙学研究中系统选择效应。
We construct and validate the selection function of the MARD-Y3 sample. This sample was selected through optical follow-up of the 2nd ROSAT faint source catalog (2RXS) with Dark Energy Survey year 3 (DES-Y3) data. The selection function is modeled by combining an empirically constructed X-ray selection function with an incompleteness model for the optical follow-up. We validate the joint selection function by testing the consistency of the constraints on the X-ray flux--mass and richness--mass scaling relation parameters derived from different sources of mass information: (1) cross-calibration using SPT-SZ clusters, (2) calibration using number counts in X-ray, in optical and in both X-ray and optical while marginalizing over cosmological parameters, and (3) other published analyses. We find that the constraints on the scaling relation from the number counts and SPT-SZ cross-calibration agree, indicating that our modeling of the selection function is adequate. Furthermore, we apply a largely cosmology independent method to validate selection functions via the computation of the probability of finding each cluster in the SPT-SZ sample in the MARD-Y3 sample and vice-versa. This test reveals no clear evidence for MARD-Y3 contamination, SPT-SZ incompleteness or outlier fraction. Finally, we discuss the prospects of the techniques presented here to limit systematic selection effects in future cluster cosmological studies.