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| Verfasst von: | Berry, Kenneth J. [VerfasserIn]  |
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| | Johnston, Janis E. [VerfasserIn] |
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| | Mielke, Jr., Paul W. [VerfasserIn] |
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| Titel: | A Primer of Permutation Statistical Methods |
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| Verf.angabe: | Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr |
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| Verlagsort: | Cham |
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| Verlag: | Springer |
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| E-Jahr: | 2019 |
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| Jahr: | [2019] |
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| Umfang: | 1 Online-Ressource (XXIII, 476 Seiten) |
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| Illustrationen: | Illustrationen, Diagramme |
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| Gesamttitel/Reihe: | Springer eBooks : Mathematics and Statistics |
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| | Springer eBook Collection |
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| ISBN: | 978-3-030-20933-9 |
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| Abstract: | The primary purpose of this textbook is to introduce the reader to a wide variety of elementary permutation statistical methods. Permutation methods are optimal for small data sets and non-random samples, and are free of distributional assumptions. The book follows the conventional structure of most introductory books on statistical methods, and features chapters on central tendency and variability, one-sample tests, two-sample tests, matched-pairs tests, one-way fully-randomized analysis of variance, one-way randomized-blocks analysis of variance, simple regression and correlation, and the analysis of contingency tables. In addition, it introduces and describes a comparatively new permutation-based, chance-corrected measure of effect size. Because permutation tests and measures are distribution-free, do not assume normality, and do not rely on squared deviations among sample values, they are currently being applied in a wide variety of disciplines. This book presents permutation alternatives to existing classical statistics, and is intended as a textbook for undergraduate statistics courses or graduate courses in the natural, social, and physical sciences, while assuming only an elementary grasp of statistics |
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| DOI: | doi:10.1007/978-3-030-20933-9 |
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| URL: | Resolving-System ; Verlag: https://doi.org/10.1007/978-3-030-20933-9 |
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| | Inhaltstext: https://zbmath.org/?q=an:1422.62004 |
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| | DOI: https://doi.org/10.1007/978-3-030-20933-9 |
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| Schlagwörter: | (s)Statistik / (s)Permutation / (s)Statistischer Test |
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| Datenträger: | Online-Ressource |
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| Sprache: | eng |
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| Bibliogr. Hinweis: | Erscheint auch als : Druck-Ausgabe: Berry, Kenneth J.: A primer of permutation statistical methods. - Cham, Switzerland : Springer, 2019. - xxiii, 476 Seiten |
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| RVK-Notation: | SK 840 |
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| K10plus-PPN: | 1676310487 |
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| Lokale URL UB: |  Zum Volltext |
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¬A¬ Primer of Permutation Statistical Methods / Berry, Kenneth J. [VerfasserIn]; [2019] (Online-Ressource)
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