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Physical Review D

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Monthly Notices of the Royal Astronomical Society (1)

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Calibrating Bayesian tension statistics using neural ratio estimators

Harry T. J. Bevins ^1,2,*, William J. Handley ^2,3, and Thomas Gessey-Jones^1,2

¹Astrophysics Group, Cavendish Laboratory, Cambridge, CB3 0HE, United Kingdom
²Kavli Institute for Cosmology, Cambridge, CB3 0HA, United Kingdom
³Institute of Astronomy, Cambridge, CB3 0HA, United Kingdom

^*Contact author: htjb2@cam.ac.uk

Simulation-based tension quantification of the cosmic dipole

Mali Land-Strykowski, Harry T J Bevins, Oliver T Oayda, and Geraint F Lewis

Monthly Notices of the Royal Astronomical Society 551 stag1455 (2026)

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ISSN 2470-0029 (online), 2470-0010 (print).

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