03777nam 22006615 450 991034932290332120200707021258.03-030-20933-410.1007/978-3-030-20933-9(CKB)4100000008878187(DE-He213)978-3-030-20933-9(MiAaPQ)EBC5919001(PPN)258064498(EXLCZ)99410000000887818720190802d2019 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierA Primer of Permutation Statistical Methods /by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Jr1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (XXIII, 476 p. 8 illus., 1 illus. in color.) 3-030-20932-6 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.Statistics BiostatisticsCombinatoricsMathematicsHistoryStatistical Theory and Methodshttps://scigraph.springernature.com/ontologies/product-market-codes/S11001Statistics for Life Sciences, Medicine, Health Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/S17030Biostatisticshttps://scigraph.springernature.com/ontologies/product-market-codes/L15020Combinatoricshttps://scigraph.springernature.com/ontologies/product-market-codes/M29010History of Mathematical Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/M23009Statistics .Biostatistics.Combinatorics.Mathematics.History.Statistical Theory and Methods.Statistics for Life Sciences, Medicine, Health Sciences.Biostatistics.Combinatorics.History of Mathematical Sciences.519.5511.64Berry Kenneth Jauthttp://id.loc.gov/vocabulary/relators/aut148872Johnston Janis Eauthttp://id.loc.gov/vocabulary/relators/autMielke Jr., Paul Wauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910349322903321A Primer of Permutation Statistical Methods2510590UNINA