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The ratio of Bayesian evidences is a popular tool in cosmology to compare different models.
Saddle-point Methods for the Multinomial Distribution
I. J. Good · 1957
Earlier work this paper cites.
Theory of probability
H. Jeffreys · 1961
Earlier work this paper cites.
Computing the distribution of quadratic forms in normal variables
J. P. Imhof · 1961
Earlier work this paper cites.
The bayes/non-bayes compromise: A brief review
I. J. Good · 1992
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Bayes Factors
Robert E. Kass and Adrian E. Raftery · 1995
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Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors
Jennifer A. Hoeting, David Madigan, Adrian E. Raftery, and Chris T. Volinsky · 1999
Earlier work this paper cites.
Comparison of cosmological models using Bayesian theory
Moncy V. John and J. V. Narlikar · 2002
Earlier work this paper cites.
Constraints on a mixed inflaton and curvaton scenario for the generation of the curvature perturbation
George Lazarides, Roberto Ruiz de Austri, and Roberto Trotta · 2004
Earlier work this paper cites.
Measuring the effective complexity of cosmological models
Martin Kunz, Roberto Trotta, and David Parkinson · 2006
Earlier work this paper cites.
Bayesian evidence for a cosmological constant using new high-redshift supernova data
P. Serra, A. Heavens, and A. Melchiorri · 2007
Earlier work this paper cites.
On model selection forecasting, dark energy and modified gravity
Alan F. Heavens, T. D. Kitching, and L. Verde · 2007
Earlier work this paper cites.
The Λ \Lambda CDM Model in the Lead—A Bayesian Cosmological Model Comparison
Aleksandra Kurek and Marek Szydłowski · 2008
Earlier work this paper cites.
Harold Jeffreys’s Theory of Probability Revisited
Christian P. Robert, Nicolas Chopin, and Judith Rousseau · 2008
Earlier work this paper cites.
Limitations of Bayesian Evidence Applied to Cosmology
G. Efstathiou · 2008
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Bayes in the sky: Bayesian inference and model selection in cosmology
Roberto Trotta · 2008
Earlier work this paper cites.
Computing the distribution of quadratic forms: Further comparisons between the liu-tang-zhang approximation and exact methods
Pierre Duchesne and Pierre Lafaye De Micheaux · 2009
Earlier work this paper cites.
Spectra and Hubble Space Telescope Light Curves of Six Type Ia Supernovae at 0.511 ¡ z ¡ 1.12 and the Union2 Compilation
Amanullah et al · 2010
Cited alongside, same era.
The power of Bayesian evidence in astronomy
C. R. Jenkins and J. A. Peacock · 2011
Cited alongside, same era.
Is the Jeffreys’ scale a reliable tool for Bayesian model comparison in cosmology?
Savvas Nesseris and Juan Garcia-Bellido · 2013
Cited alongside, same era.
Bayesian Model Averaging in Astrophysics: A Review
David Parkinson and Andrew R. Liddle · 2013
Cited alongside, same era.
Internal Robustness: systematic search for systematic bias in SN Ia data
Luca Amendola, Valerio Marra, and Miguel Quartin · 2013
Cited alongside, same era.
First measurement of σ \sigma 8
T. Castro and M. Quartin · 2014
Cited alongside, same era.
Bayesian vs frequentist: comparing Bayesian model selection with a frequentist approach using the iterative smoothing method
Hanwool Koo, Ryan E. Keeley, Arman Shafieloo, and Benjamin L’Huillier · 2022
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On the distribution of Bayesian evidence
Ryan E. Keeley and Arman Shafieloo · 2022
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Constraints on cosmic curvature from cosmic chronometer and quasar observations
Bikash R. Dinda, Haveesh Singirikonda, and Subhabrata Majumdar · 2023
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Restoring cosmological concordance with early dark energy and massive neutrinos?
Alexander Reeves, Laura Herold, Sunny Vagnozzi, Blake D. Sherwin, and Elisa G. M. Ferreira · 2023
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Constraining cosmology with the Gaia-unWISE Quasar Catalog and CMB lensing: structure growth
David Alonso, Giulio Fabbian, Kate Storey-Fisher, Anna-Christina Eilers, Carlos García-García, David W. Hogg, and Hans-Walter Rix · 2023
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Robust model comparison disfavors power law cosmology
Daniel L. Shafer · 2015
Cited alongside, same era.
POLYCHORD: next-generation nested sampling
W. J. Handley, M. P. Hobson, and A. N. Lasenby · 2015
Cited alongside, same era.
No evidence for extensions to the standard cosmological model
Alan Heavens, Yabebal Fantaye, Elena Sellentin, Hans Eggers, Zafiirah Hosenie, Steve Kroon, and Arrykrishna Mootoovaloo · 2017
Cited alongside, same era.
Bayesian and frequentist methods to investigate tensions between data sets
Kevin Wolz · 2018
Cited alongside, same era.
Objective Bayesian analysis of neutrino masses and hierarchy
Alan F. Heavens and Elena Sellentin · 2018
Cited alongside, same era.
Concordance and Discordance in Cosmology
Marco Raveri and Wayne Hu · 2019
Cited alongside, same era.
Observational constraints on early dark energy
Evan McDonough, J. Colin Hill, Mikhail M. Ivanov, Adrien La Posta, and Michael W. Toomey · 2023
Later among the works it cites.
Constraining f(R) gravity with cross-correlation of galaxies and cosmic microwave background lensing
Raphaël Kou, Calum Murray, and James G. Bartlett · 2023
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Latest Data Constraint of Some Parameterized Dark Energy Models
Jing Yang, Xin-Yan Fan, Chao-Jun Feng, and Xiang-Hua Zhai · 2023
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Bayesian and frequentist investigation of prior effects in EFT of LSS analyses of full-shape BOSS and eBOSS data
Emil Brinch Holm, Laura Herold, Théo Simon, Elisa G. M. Ferreira, Steen Hannestad, Vivian Poulin, and Thomas Tram · 2023
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Constraining LLTB models with galaxy cluster counts from next generation surveys
Ziad Sakr, Ana Carvalho, Antonio Da Silva, Juan Garcia Bellido, Jose P. Mimoso, David Camarena, Savvas Nesseris, Carlos J. A. P. Martins, Nelson J. Nunes, and Domenico Sapone · 2023
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MCMC Marginalisation Bias and Λ \Lambda CDM tensions
Eoin Ó. Colgáin, Saeed Pourojaghi, M. M. Sheikh-Jabbari, and Darragh Sherwin · 2023
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Extreme data compression for Bayesian model comparison
Alan F. Heavens, Arrykrishna Mootoovaloo, Roberto Trotta, and Elena Sellentin · 2023
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NAUTILUS: boosting Bayesian importance nested sampling with deep learning
Johannes U. Lange · 2023
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Bayesian model comparison for simulation-based inference
A Spurio Mancini, M M Docherty, M A Price, and J D McEwen · 2023
Later among the works it cites.
Are all models wrong? Falsifying binary formation models in gravitational-wave astronomy using exceptional events
Lachlan Passenger, Eric Thrane, Paul D. Lasky, Ethan Payne, Simon Stevenson, and Ben Farr · 2024
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