HIGHLIGHTS
- who: N. T. Hunt-Smith and collaborators from the Department The University of Adelaide, Adelaide, Australia have published the research: Determination of uncertainties in parton densities, in the Journal: (JOURNAL) of 11/07/2022
- what: Using a toy model of a PDF the authors compare the uncertainty estimates yielded by the traditional Hessian and data resampling methods as well as from explicitly Bayesian analyses using nested sampling or hybrid Markov chain Monte Carlo techniques. The authors investigate how uncertainty bands derived from neural network approaches depend on details of the network training and how they . . .
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