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Titlebook: Laboratory Experiments in Information Retrieval; Sample Sizes, Effect Tetsuya Sakai Textbook 2018 Springer Nature Singapore Pte Ltd. 2018 I

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發(fā)表于 2025-3-21 16:21:36 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Laboratory Experiments in Information Retrieval
副標(biāo)題Sample Sizes, Effect
編輯Tetsuya Sakai
視頻videohttp://file.papertrans.cn/581/580290/580290.mp4
概述Discusses the principles and limitations of statistical significance tests.Provides hands-on examples of t-tests, ANOVA, and multiple comparison procedures with Excel and R.Introduces tools for design
叢書名稱The Information Retrieval Series
圖書封面Titlebook: Laboratory Experiments in Information Retrieval; Sample Sizes, Effect Tetsuya Sakai Textbook 2018 Springer Nature Singapore Pte Ltd. 2018 I
描述Covering aspects from principles and limitations of statistical significance tests to topic set size design and power analysis, this book guides readers to statistically well-designed experiments. Although classical statistical significance tests are to some extent useful in information retrieval (IR) evaluation, they can harm research unless they are used appropriately with the right sample sizes and statistical power and unless the test results are reported properly. The first half of the book is mainly targeted at undergraduate students, and the second half is suitable for graduate students and researchers who regularly conduct laboratory experiments in IR, natural language processing, recommendations, and related fields..Chapters 1–5 review parametric significance tests for comparing system means, namely, .t.-tests and ANOVAs, and show how easily they can be conducted using Microsoft Excel or R. These chapters also discuss a few multiple comparison procedures for researcherswho are interested in comparing every system pair, including a randomised version of Tukey‘s Honestly Significant Difference test. The chapters then deal with known limitations of classical significance test
出版日期Textbook 2018
關(guān)鍵詞Information Retrieval; Statistical Significance; Significance Tests; Effect Sizes; Sample Sizes; Topic Se
版次1
doihttps://doi.org/10.1007/978-981-13-1199-4
isbn_softcover978-981-13-4581-4
isbn_ebook978-981-13-1199-4Series ISSN 1871-7500 Series E-ISSN 2730-6836
issn_series 1871-7500
copyrightSpringer Nature Singapore Pte Ltd. 2018
The information of publication is updating

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發(fā)表于 2025-3-21 22:03:40 | 只看該作者
Tetsuya Sakairoducts. The latter portion of this section considers the technologies and scientific disciplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on
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iplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on978-90-481-3834-0
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發(fā)表于 2025-3-22 06:41:28 | 只看該作者
Tetsuya Sakaiiplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on978-90-481-3834-0
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Tetsuya Sakaiiplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on978-90-481-3834-0
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Tetsuya Sakaiiplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on978-90-481-3834-0
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Tetsuya Sakaiiplines necessary for advancing bioactive marine natural product lead compounds into actual pharmaceuticals. The?reference work?finishes with a selection of chapters describing marine toxins and their impact on978-90-481-3834-0
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