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Assessing tension metrics with dark energy survey and Planck data

Authors: A. A. Plazas Malagón; L. F. Secco; Jochen Weller; Jochen Weller; Juan Garcia-Bellido; K. Honscheid; A. Campos; +118 Authors

Assessing tension metrics with dark energy survey and Planck data

Abstract

ABSTRACTQuantifying tensions – inconsistencies amongst measurements of cosmological parameters by different experiments – has emerged as a crucial part of modern cosmological data analysis. Statistically significant tensions between two experiments or cosmological probes may indicate new physics extending beyond the standard cosmological model and need to be promptly identified. We apply several tension estimators proposed in the literature to the dark energy survey (DES) large-scale structure measurement and Planck cosmic microwave background data. We first evaluate the responsiveness of these metrics to an input tension artificially introduced between the two, using synthetic DES data. We then apply the metrics to the comparison of Planck and actual DES Year 1 data. We find that the parameter differences, Eigentension, and Suspiciousness metrics all yield similar results on both simulated and real data, while the Bayes ratio is inconsistent with the rest due to its dependence on the prior volume. Using these metrics, we calculate the tension between DES Year 1 3 × 2pt and Planck, finding the surveys to be in ∼2.3σ tension under the ΛCDM paradigm. This suite of metrics provides a toolset for robustly testing tensions in the DES Year 3 data and beyond.

Keywords

statistical [Methods], Statistical [Methods], Cosmology and Nongalactic Astrophysics (astro-ph.CO), astronomi: 438, statistical [methods], Cosmological parameters, FOS: Physical sciences, 530, Cosmology: Observations, Observations [Cosmology], Cosmological parameters; Cosmology: observations; Methods: statistical, Methods: Statistical, ST/T000473/1, cosmological parameters, observations [Cosmology], Instrumentation and Methods for Astrophysics (astro-ph.IM), STFC, methods: statistical, methods: statistical, cosmological parameters, cosmology: observations, RCUK, Física, ST/R000476/1, 520, observations [cosmology], Astronomía, [PHYS.PHYS.PHYS-INS-DET] Physics [physics]/Physics [physics]/Instrumentation and Detectors [physics.ins-det], cosmology: observations, Cosmological Parameters, VDP::Astrofysikk, [PHYS.ASTR] Physics [physics]/Astrophysics [astro-ph], Astrophysics - Instrumentation and Methods for Astrophysics, Astrophysics - Cosmology and Nongalactic Astrophysics

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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
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