{"title":"Precise interpretations of traditional fine-tuning measures","authors":"Andrew Fowlie, Gonzalo Herrera","doi":"arxiv-2406.03533","DOIUrl":null,"url":null,"abstract":"We uncover two precise interpretations of traditional electroweak fine-tuning\n(FT) measures that were historically missed. (i) a statistical interpretation:\nthe traditional FT measure shows the change in plausibility of a model in which\na parameter was exchanged for the $Z$ boson mass relative to an untuned model\nin light of the $Z$ boson mass measurement. (ii) an information-theoretic\ninterpretation: the traditional FT measure shows the exponential of the extra\ninformation, measured in nats, relative to an untuned model that you must\nsupply about a parameter in order to fit the $Z$ mass. We derive the\nmathematical results underlying these interpretations, and explain them using\nexamples from weak scale supersymmetry. These new interpretations shed fresh\nlight on historical and recent studies using traditional FT measures.","PeriodicalId":501065,"journal":{"name":"arXiv - PHYS - Data Analysis, Statistics and Probability","volume":"35 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Data Analysis, Statistics and Probability","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.03533","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We uncover two precise interpretations of traditional electroweak fine-tuning
(FT) measures that were historically missed. (i) a statistical interpretation:
the traditional FT measure shows the change in plausibility of a model in which
a parameter was exchanged for the $Z$ boson mass relative to an untuned model
in light of the $Z$ boson mass measurement. (ii) an information-theoretic
interpretation: the traditional FT measure shows the exponential of the extra
information, measured in nats, relative to an untuned model that you must
supply about a parameter in order to fit the $Z$ mass. We derive the
mathematical results underlying these interpretations, and explain them using
examples from weak scale supersymmetry. These new interpretations shed fresh
light on historical and recent studies using traditional FT measures.
我们揭示了传统电弱微调(FT)量度的两种精确解释,而这两种解释在历史上都被忽略了。(i) 统计学解释:传统的微调量度显示了一个模型的可信度的变化,在这个模型中,一个参数被交换为玻色子质量,相对于一个未调谐的模型,它是根据玻色子质量的测量值。(ii)信息论解释:传统的 FT 测量显示了相对于非调谐模型的信息外延指数(以纳特为单位),为了拟合 Z$玻色子质量,你必须提供一个参数。我们推导出这些解释所依据的数学结果,并用弱尺度超对称的例子来解释它们。这些新的解释为历史上和最近使用传统FT测量方法的研究提供了新的启示。