A critical study of the Monte Carlo replica method

Abstract We present a detailed mathematical study of the Monte Carlo replica method as applied in the global fitting literature from the high-energy physics theory community. For the first time, we provide a rigorous derivation of the parameter distributions implied by the method, and show that, whi...

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Bibliographic Details
Main Authors: Mark N. Costantini, Maeve Madigan, Luca Mantani, James M. Moore
Format: Article
Language:English
Published: SpringerOpen 2024-12-01
Series:Journal of High Energy Physics
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Online Access:https://doi.org/10.1007/JHEP12(2024)064
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