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О воспроизводимости и ошибках в физике частиц

В конце - толстый глоссарий по физике частиц.

Reproducibility and Replication of Experimental Particle Physics Results: https://arxiv.org/abs/2009.06864
Thomas R. Junk, Louis Lyons
Recently, much attention has been focused on the replicability of scientific results, causing scientists, statisticians, and journal editors to examine closely their methodologies and publishing criteria. Experimental particle physicists have been aware of the precursors of non-replicable research for many decades and have many safeguards to ensure that the published results are as reliable as possible. The experiments require large investments of time and effort to design, construct, and operate. Large collaborations produce and check the results, and many papers are signed by more than three thousand authors. This paper gives an introduction to what experimental particle physics is and to some of the tools that are used to analyze the data. It describes the procedures used to ensure that results can be computationally reproduced, both by collaborators and by non-collaborators. It describes the status of publicly available data sets and analysis tools that aid in reproduction and recasting of experimental results. It also describes methods particle physicists use to maximize the reliability of the results, which increases the probability that they can be replicated by other collaborations or even the same collaborations with more data and new personnel. Examples of results that were later found to be false are given, both with failed replication attempts and one with alarmingly successful replications. While some of the characteristics of particle physics experiments are unique, many of the procedures and techniques can be and are used in other fields.
Comments: 50 pages, 6 figures. Please see this https URL for a thoughtful comment by Andrew Fowlie, and this https URL for the authors' response

Comment on "Reproducibility and Replication of Experimental Particle Physics Results": https://arxiv.org/abs/2105.03082
Andrew Fowlie
I would like to thank Junk and Lyons (arXiv:2009.06864) for beginning a discussion about replication in high-energy physics (HEP). Junk and Lyons ultimately argue that HEP learned its lessons the hard way through past failures and that other fields could learn from our procedures. They emphasize that experimental collaborations would risk their legacies were they to make a type-1 error in a search for new physics and outline the vigilance taken to avoid one, such as data blinding and a strict 5σ threshold. The discussion, however, ignores an elephant in the room: there are regularly anomalies in searches for new physics that result in substantial scientific activity but don't replicate with more data.
Comments: closely matches published comment & final words on rejoinder
Tags: КЭД, Мегаучебник или Что я читал и похвалил, люди, популяризация, постигая статистику, разгребая arXiv'ы
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