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- W4308418708 abstract "We review an established Bayesian sampling method called sampling/importance resampling and highlight situations in nuclear theory when it can be particularly useful. To this end we both analyse a toy problem and demonstrate realistic applications of importance resampling to infer the posterior distribution for parameters of $Delta$NNLO interaction model based on chiral effective field theory and to estimate the posterior probability distribution of target observables. The limitation of the method is also showcased in extreme situations where importance resampling breaks." @default.
- W4308418708 created "2022-11-11" @default.
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- W4308418708 date "2022-11-03" @default.
- W4308418708 modified "2023-10-18" @default.
- W4308418708 title "Bayesian probability updates using sampling/importance resampling: Applications in nuclear theory" @default.
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- W4308418708 doi "https://doi.org/10.3389/fphy.2022.1058809" @default.
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