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Self-calibration of weak lensing systematic effects using combined two- and three-point statistics

Pyne, S; Joachimi, B; (2021) Self-calibration of weak lensing systematic effects using combined two- and three-point statistics. Monthly Notices of the Royal Astronomical Society , 503 (2) pp. 2300-2317. 10.1093/mnras/stab413. Green open access

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Abstract

We investigate the prospects for using the weak lensing bispectrum alongside the power spectrum to control systematic uncertainties in a Euclid-like survey. Three systematic effects are considered: the intrinsic alignment of galaxies, uncertainties in the means of tomographic redshift distributions, and multiplicative bias in the measurement of the shear signal. We find that the bispectrum is very effective in mitigating these systematic errors. Varying all three systematics simultaneously, a joint power spectrum and bispectrum analysis reduces the area of credible regions for the cosmological parameters Ω_{m} and σ_{8} by a factor of 90 and for the two parameters of a time-varying dark energy equation of state by a factor of almost 20, compared with the baseline approach of using the power spectrum alone and of imposing priors consistent with the accuracy requirements specified for Euclid. We also demonstrate that including the bispectrum self-calibrates all three systematic effects to the stringent levels required by the forthcoming generation of weak lensing surveys, thereby reducing the need for external calibration data.

Type: Article
Title: Self-calibration of weak lensing systematic effects using combined two- and three-point statistics
Open access status: An open access version is available from UCL Discovery
DOI: 10.1093/mnras/stab413
Publisher version: https://doi.org/10.1093/mnras/stab413
Language: English
Additional information: Copyright 2021 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
Keywords: gravitational lensing: weak, methods: analytical, cosmological parameters, large-scale structure of Universe
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Physics and Astronomy
URI: https://discovery.ucl.ac.uk/id/eprint/10123010
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