Bayesian model averaging in astrophysics: a review

DOI10.1002/sam.11179OpenAlexW3125599146WikidataQ59450395 ScholiaQ59450395MaRDI QIDQ4969872

David Parkinson, Andrew R. Liddle

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1302.1721

zbMATH Keywords

cosmologymethodsstatisticaldata analysis -methods

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Related Items (2)

Bayesian Model Averaging: A Systematic Review and Conceptual Classification ⋮ Forecasting pathogen dynamics with Bayesian model-averaging: application to \textit{Xylella fastidiosa}

Uses Software

• MultiNest
• CosmoMC
• CosmoNest

Cites Work

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• Bayes Factors
• Equation of State Calculations by Fast Computing Machines
• Type Ia Supernova Discoveries atz> 1 from theHubble Space Telescope: Evidence for Past Deceleration and Constraints on Dark Energy Evolution
• Inflationary universe: A possible solution to the horizon and flatness problems
• Monte Carlo sampling methods using Markov chains and their applications
• On Information and Sufficiency
• Bayesian Methods in Cosmology
• Nested sampling for general Bayesian computation

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