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- W18058303 abstract "The cosmology community has been increasingly focusing on Bayesian model selection as a tool to discriminate between competing theories to explain a large amount of data about our Universe. In this paper, I summarize the conceptual underpinnings and the algorithmic implementations of Bayesian model comparison. I then discuss two representative applications of Bayesian model comparison to cosmological problems: determining whether the Universe is infinite and selecting the “best” model of inflation. I conclude by offering some reflections about open challenges and interpretational issues. Help and suggestions from the statistics community would be appreciated in further developing the field." @default.
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- W18058303 date "2012-01-01" @default.
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- W18058303 title "Cosmological Bayesian Model Selection: Recent Advances and Open Challenges" @default.
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- W18058303 doi "https://doi.org/10.1007/978-1-4614-3520-4_11" @default.
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