| 书目名称 | Statistical Significance and the PHC Curve | | 编辑 | Hideki Toyoda | | 视频video | http://file.papertrans.cn/886/885264/885264.mp4 | | 概述 | Overcomes the “reproducibility crisis” caused by the misuse of significance tests.Explains in detail the mechanism by which significance testing causes p-hacking.Demonstrates concretely the advantages | | 图书封面 |  | | 描述 | .This book explains the importance of using the probability that the hypothesis is correct (PHC), an intuitive measure that anyone can understand, as an alternative to the .p.-value. In order to overcome the “reproducibility crisis” caused by the misuse of significance tests, this book provides a detailed explanation of the mechanism of .p.-hacking using significance tests, and concretely shows the merits of PHC as an alternative to .p.-values...In March 2019, two impactful papers on statistics were published. One paper, "Moving to a World Beyond ‘.p. < 0.05’”, was featured in the scholarly journal .The American Statistician., overseen by the American Statistical Association. The title of the first chapter is “Don‘t Say ‘Statistically Significant’”, and it uses the imperative form to clearly forbid the use of significance testing. Another paper, “Retire statistical significance”, was published in the prestigious scientific journal .Nature.. This commentary was endorsed by more than 800 scientists, advocating for the statement, “We agree, and call for the entire concept of statistical significance to be abandoned.”..Consider a study comparing the duration of hospital stays between t | | 出版日期 | Book 2024 | | 关键词 | Statistical Significance Test; p-value; Bayesian Statistics; Generated Quantities; Probability That Rese | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-97-7748-8 | | isbn_softcover | 978-981-97-7750-1 | | isbn_ebook | 978-981-97-7748-8 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
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