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Bayesian Reweighting for Global Fits

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arxiv 1310.1089 v1 pith:3UQXKN7G submitted 2013-10-03 hep-ph

classification hep-ph
keywords fitsglobalreweightingbayesianaddingadditionalbeenchoice
verification ladder T0 review T1 audit T2 compute T3 formal
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Two different techniques for adding additional data sets to existing global fits using Bayesian reweighting have been proposed in the literature. The derivation of each reweighting formalism is critically reviewed. A simple example is constructed that conclusively favors one of the two formalisms. The effects of this choice for global fits is discussed.

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Cited by 1 Pith paper

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  1. Probing Gluon Shadowing in Heavy Nuclei through Bayesian Reweighting of J/$\psi$ Photoproduction in Ultra-Peripheral Collisions

    hep-ph 2025-02 conditional novelty 5.0 of 10

    Bayesian reweighting of nuclear parton distributions with coherent J/psi photoproduction data yields a lead gluon modification factor of about 0.60 at x=1e-4, implying strong gluon shadowing.

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