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- W4381432421 abstract "A comprehensive uncertainty estimation is vital for the precision program of the LHC. While experimental uncertainties are often described by stochastic processes and well-defined nuisance parameters, theoretical uncertainties lack such a description. We study uncertainty estimates for cross-section predictions based on scale variations across a large set of processes. We find patterns similar to a stochastic origin, with accurate uncertainties for processes mediated by the strong force, but a systematic underestimate for electroweak processes. We propose an improved scheme, based on the scale variation of reference processes, which reduces outliers in the mapping from leading order to next-to-leading-order in perturbation theory." @default.
- W4381432421 created "2023-06-21" @default.
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- W4381432421 date "2023-06-20" @default.
- W4381432421 modified "2023-10-06" @default.
- W4381432421 title "Statistical patterns of theory uncertainties" @default.
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- W4381432421 doi "https://doi.org/10.21468/scipostphyscore.6.2.045" @default.
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