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Concise Simple and Not Wrong: In Search of a Short-Hand Interpretation of Statistical Significance

机译：简洁简单且没有错误：寻找统计意义的简要解释

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摘要

One challenge when communicating science to practitioners and the general public is accurately representing statistical results. In particular, describing the meaning of statistical significance to a non-scientific audience is especially difficult given the technical nature of a correct definition. Correct interpretations of statistical significance can be unintuitive, nuanced, and use unfamiliar technical language. As a result, when researchers are tasked with providing short and understandable interpretations of statistical significance it can be tempting to default to convenient but incorrect interpretations. In the current paper, we offer a concise, simple, and correct interpretation of statistical significance that is suitable for communications targeting a general audience.

机译：与从业人员和公众交流科学时的挑战之一是准确表示统计结果。鉴于正确定义的技术性质，特别难以描述对非科学受众的统计意义的含义。对统计意义的正确解释可能是直觉的，细微的，并且使用了不熟悉的技术语言。结果，当研究人员的任务是提供对统计意义的简短且可理解的解释时，可能会倾向于默认为方便但不正确的解释。在当前的论文中，我们提供了对统计意义的简洁，正确的解释，适用于针对一般受众的交流。

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期刊名称 other
作者
Jeffrey R. Spence; David J. Stanley;
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年(卷),期 -1(9),-1
年度 -1
页码 2185
总页数 5
原文格式 PDF
正文语种
中图分类
关键词
significance tests science communication science practice p-value evidence – based practice;

机译：重要性检验;科学传播;科学实践;p值;基于证据的实践;

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专利

1. Concise, Simple, and Not Wrong: In Search of a Short-Hand Interpretation of Statistical Significance [J] . Jeffrey R. Spence, David J. Stanley Frontiers in Psychology . 2018,第4期

机译：简洁，简单且没有错误：寻找统计意义的简要解释
2. Making the right conclusions based on wrong results and small sample sizes:Interpretation of statistical tests in ecotoxicology [J] . Magnus Wang, Michael Riffel Ecotoxicology and Environmental Safety . 2011,第4期

机译：根据错误的结果和较小的样本量得出正确的结论：生态毒理学统计测试的解释
3. A simple interpretation of undirected edges in essential graphs is wrong [J] . Erich Kummerfeld PLoS One . 2021,第4期

机译：在基本图表中对无向边的简单解释是错误的
4. A Step-Wise Search for Statistical Significance in Establishing a Manufacturing Process [C] . Janet H. Sanders, Silvanus J. Udoka International Conference on Flexible Automation and Intelligent Manufacturing . 2007

机译：逐步搜索建立制造过程时的统计显着性
5. In search for the wrong currency: A theory of metaphoric experience. [D] . Moura, Vitor. 2006

机译：寻找错误的货币：一种隐喻经验理论。
6. A simple interpretation of undirected edges in essential graphs is wrong [O] . Erich Kummerfeld 2021

机译：在基本图表中对无向边的简单解释是错误的
7. Sifting the evidence---what's wrong with significance tests? Another comment on the role of statistical methods [O] . J. A C Sterne 2001

机译：筛选证据---重要性测试有什么问题？另一个关于统计方法作用的评论
8. Concise Physical Interpretation of Several Analytical Grueneisen Formulations [R] . Segletes, S. B. 2006

机译：几种分析型Grueneisen配方的简明物理解释

Concise Simple and Not Wrong: In Search of a Short-Hand Interpretation of Statistical Significance

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