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Laboratory Experiments in Information Retrieval

Sample Sizes, Effect Sizes, and Statistical Power

Produktform: E-Buch Text Elektronisches Buch in proprietärem

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. weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-9811311994 / 978-9811311994 / 9789811311994

Verlag: Springer Singapore

Erscheinungsdatum: 22.09.2018

Seiten: 150

Autor(en): Tetsuya Sakai

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