A Primer of Permutation Statistical Methods / / by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr
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| Autore: |
Berry Kenneth J
|
| Titolo: |
A Primer of Permutation Statistical Methods / / by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Edizione: | 1st ed. 2019. |
| Descrizione fisica: | 1 online resource (XXIII, 476 p. 8 illus., 1 illus. in color.) |
| Disciplina: | 519.5 |
| 511.64 | |
| Soggetto topico: | Statistics |
| Biostatistics | |
| Combinatorics | |
| Mathematics | |
| History | |
| Statistical Theory and Methods | |
| Statistics for Life Sciences, Medicine, Health Sciences | |
| History of Mathematical Sciences | |
| Persona (resp. second.): | JohnstonJanis E |
| MielkeJr., Paul W | |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | A Primer of Permutation Statistical Methods |
| ISBN: | 3-030-20933-4 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910349322903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |