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

Grandis, S., Klein, M., Mohr, J. J., Bocquet, S., Paulus, M., Abbott, T. M. C., Aguena, M., Allam, S., Annis, J., Benson, B. A., Bertin, E., Bhargava, S., Brooks, D., Burke, D. L., Rosell, A. Carnero, Kind, M. Carrasco, Carretero, J., Capasso, R., Costanzi, M., da Costa, L. N., De Vicente, J., Desai, S., Dietrich, J. P., Doel, P., Eifler, T. F., Everett, S., Evrard, A. E., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Gerdes, D. W., Gruen, D., Gruendl, R. A., Gschwend, J., Gutierrez, G., Hartley, W. G., Hinton, S. R., Hollowood, D. L., Honscheid, K., James, D. J., Jeltema, T., Kuehn, K., Kuropatkin, N., Lima, M., Maia, M. A. G., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Ogando, R. L. C., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Romer, A. K., Roodman, A., Sanchez, E., Saro, A., Scarpine, V., Schubnell, M., Serrano, S., Sheldon, E., Smith, M., Stark, A., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Tucker, D. L., Varga, T. N., Weller, J., Wilkinson, R. D.

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.

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