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Titlebook: Statistics with Posterior Probability and a PHC Curve; Hideki Toyoda Textbook 2024 The Editor(s) (if applicable) and The Author(s), under

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书目名称Statistics with Posterior Probability and a PHC Curve
编辑Hideki Toyoda
视频videohttp://file.papertrans.cn/877/876776/876776.mp4
概述Contains groundbreaking content that reconstructs statistics from the perspective of posterior probability.Overcomes the “reproducibility crisis” caused by the misuse of significance tests.Is a statis
图书封面Titlebook: Statistics with Posterior Probability and a PHC Curve; Hideki Toyoda Textbook 2024 The Editor(s) (if applicable) and The Author(s), under
描述.This textbook reconstructs the statistics curriculum from the perspective of posterior probability...In recent years, there have been several reports that the results of studies using significant tests cannot be reproduced. It is a problem called a “reproducibility crisis”. For example, suppose we could reject the null hypothesis that “the average number of days to recovery in patients who took a new drug was the same as that in the control group”. However, rejecting the null hypothesis is only a necessary condition for the new drug to be effective. Even if the necessary conditions are met, it does not necessarily mean that the new drug is effective. In fact, there are many cases where the effect is not reproduced. Sufficient conditions should be presented, such as “the average number of days until recovery in patients who take new drugs is sufficiently short compared to the control group, evaluated from a medical point of view”, without paying attention to necessary conditions. ..This book reconstructs statistics from the perspective of PHC, i.e., probability that a research hypothesis is correct. For example, the PHC curve shows the posterior probability that the statement “The
出版日期Textbook 2024
关键词Bayesian Statistics; Posterior Probability; Generated Quantities; Markov Chain Monte Carlo Method; MCMC;
版次1
doihttps://doi.org/10.1007/978-981-97-3094-0
isbn_softcover978-981-97-3096-4
isbn_ebook978-981-97-3094-0
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
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Hideki Toyodathat psychologism in the transition period between traditional and modern logic was able to promote the development of interesting non- classical logical ideas. On the psychologistic soil, e.g., the important non- Aristotelian ideas of the Russian logician Nicolai Vasil ’ev were developed. On the ot
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Hideki Toyodathat psychologism in the transition period between traditional and modern logic was able to promote the development of interesting non- classical logical ideas. On the psychologistic soil, e.g., the important non- Aristotelian ideas of the Russian logician Nicolai Vasil ’ev were developed. On the ot
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Hideki Toyodathat psychologism in the transition period between traditional and modern logic was able to promote the development of interesting non- classical logical ideas. On the psychologistic soil, e.g., the important non- Aristotelian ideas of the Russian logician Nicolai Vasil ’ev were developed. On the ot
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Hideki Toyodathat psychologism in the transition period between traditional and modern logic was able to promote the development of interesting non- classical logical ideas. On the psychologistic soil, e.g., the important non- Aristotelian ideas of the Russian logician Nicolai Vasil ’ev were developed. On the ot
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