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- W4365475039 abstract "Data analysis in HEP experiments often uses binned likelihood from data and finite Monte Carlo sample. Statistical uncertainty of Monte Carlo sample has been introduced in Frequentist Inference in some literatures, but they are not suitable for Bayesian Inference. This technical note introduces the binned likelihood with Monte Carlo statistical uncertainty in Bayesian Inference and includes the derivation of it. It turns out that the results are similar to the results in [1]. But this tech-note gives an alternate and more intuitive derivation of the content" @default.
- W4365475039 created "2023-04-15" @default.
- W4365475039 creator A5022948965 @default.
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- W4365475039 date "2023-04-11" @default.
- W4365475039 modified "2023-09-30" @default.
- W4365475039 title "Binned Likelihood including Monte Carlo Statistical Uncertainty in Bayesian Inference" @default.
- W4365475039 doi "https://doi.org/10.48550/arxiv.2304.05433" @default.
- W4365475039 hasPublicationYear "2023" @default.
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