Permutation Statistical Methods - Janis E. Johnston

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Résumé :
This research monograph provides a synthesis of a number of statistical tests and measures, which, at first consideration, appear disjoint and unrelated. Numerous comparisons of permutation and classical statistical methods are presented, and the two methods are compared via probability values and, where appropriate, measures of effect size. Permutation statistical methods, compared to classical statistical methods, do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity of variance, and depend only on the data at hand. This text takes a unique approach to explaining statistics by integrating a large variety of statistical methods, and establishing the rigor of a topic that to many may seem to be a nascent field in statistics. This topic is new in that it took modern computing power to make permutation methods available to people working in the mainstream of research. lly-informed= audience,= and= can= also= easily= serve= as= textbook= in= graduate= course= departments= such= statistics,= psychology,= or= biology.= particular,= the= audience= for= book= is= teachers= of= practicing= statisticians,= applied= quantitative= students= fields= medical= research,= epidemiology,= public= health,= biology.

Biographie:
Kenneth J. Berry is Professor of Sociology at Colorado State University. Janis E. Johnston is a Social Science Policy Analyst with the United States government in Washington, D.C. Paul W. Mielke, Jr. is Professor Emeritus of Statistics at Colorado State University and Fellow of the American Statistical Association....

Sommaire:
Kenneth J. Berry is Professor Emeritus in the Department of Sociology at Colorado State University. He is the author of eight books and over 190 journal articles, primarily in the areas of statistics and quantitative research methods. Janis E. Johnston is employed by the U.S. Government and is an Affiliate Faculty member in the Department of Sociology at Colorado State University. She is the author of six books and over 40 journal articles, primarily in the areas of statistics and quantitative research methods. Michael A. Long is Professor and Director of Graduate Studies in the Department of Sociology at Oklahoma State University. He is the author of six books and over 100 journal articles and book chapters, primarily in the areas of environmental sociology, green criminology, food insecurity and quantitative methodology. Paul B. Stretesky is Professor of Sociology in the Department of Social Sciences at Northumbria University, UK. He is author of eight books and over 100 journal articles, primarily in the areas of environmental justice, green criminology and food insecurity. Michael J. Lynch is Professor and Director of the Graduate Program in the Department of Criminology at University of South Florida. He is author/editor of over 25 books and over 120 journal articles, primarily in the areas of green criminology, radical criminology, and environmental sociology....