Stress testing the dark energy equation of state imprint on supernova data

Ben Moews, Rafael S. de Souza, Emille E. O. Ishida, Alex I. Malz, Caroline Heneka, Ricardo Vilalta, and Joe Zuntz (COIN Collaboration)
Phys. Rev. D 99, 123529 – Published 25 June 2019

Abstract

This work determines the degree to which a traditional analysis of the standard model of cosmology (ΛCDM) based on type Ia supernovae can identify deviations from a cosmological constant in the form of a redshift-dependent dark energy equation of state w(z). We introduce and apply a novel random curve generator to simulate instances of w(z) from constraint families with increasing distinction from a cosmological constant. After producing a series of mock catalogs of binned type Ia supernovae corresponding to each w(z) curve, we perform a standard ΛCDM analysis to estimate the corresponding posterior densities of the absolute magnitude of type Ia supernovae, the present-day matter density, and the equation of state parameter. Using the Kullback-Leibler divergence between posterior densities as a difference measure, we demonstrate that a standard type Ia supernova cosmology analysis has limited sensitivity to extensive redshift dependencies of the dark energy equation of state. In addition, we report that larger redshift-dependent departures from a cosmological constant do not necessarily manifest easier-detectable incompatibilities with the ΛCDM model. Our results suggest that physics beyond the standard model may simply be hidden in plain sight.

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  • Received 23 December 2018

DOI:https://doi.org/10.1103/PhysRevD.99.123529

© 2019 American Physical Society

Physics Subject Headings (PhySH)

Gravitation, Cosmology & AstrophysicsStatistical Physics & Thermodynamics

Authors & Affiliations

Ben Moews1,*, Rafael S. de Souza2, Emille E. O. Ishida3, Alex I. Malz4, Caroline Heneka5, Ricardo Vilalta6, and Joe Zuntz1 (COIN Collaboration)

  • 1Institute for Astronomy, University of Edinburgh, Royal Observatory, Edinburgh EH9 3HJ, United Kingdom
  • 2Department of Physics and Astronomy, University of North Carolina at Chapel Hill, North Carolina 27599-3255, USA
  • 3Université Clermont Auvergne, CNRS/IN2P3, LPC, F-63000 Clermont-Ferrand, France
  • 4Center for Cosmology and Particle Physics, New York University, 726 Broadway, New York 10004, USA
  • 5Scuola Normale Superiore, Piazza dei Cavalieri 7, 56126 Pisa, Italy
  • 6Department of Computer Science, University of Houston, 3551 Cullen Blvd., Texas 77204-3010, USA

  • *bmoews@roe.ac.uk

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Issue

Vol. 99, Iss. 12 — 15 June 2019

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