Weitere Formate
Autorenfreundlich Bücher kaufen?!
Beschreibung
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.Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 13. August 2020 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 750 Gramm |
| Format | Softcover |
| ISBN-13 | 9783030209353 |
| Seiten | 476 |
Schlagwörter
Herstellerinformationen
Bekannt durch
