A Chronicle of Permutation Statistical Methods PDF ePub eBook

Books Info:

A Chronicle of Permutation Statistical Methods free pdf The focus of this book is on the birth and historical development of permutation statistical methods from the early 1920s to the near present. Beginning with the seminal contributions of R.A. Fisher, E.J.G. Pitman, and others in the 1920s and 1930s, permutation statistical methods were initially introduced to validate the assumptions of classical statistical methods. Permutation methods have advantages over classical methods in that they are optimal for small data sets and non-random samples, are data-dependent, and are free of distributional assumptions. Permutation probability values may be exact, or estimated via moment- or resampling-approximation procedures. Because permutation methods are inherently computationally-intensive, the evolution of computers and computing technology that made modern permutation methods possible accompanies the historical narrative. Permutation analogs of many well-known statistical tests are presented in a historical context, including multiple correlation and regression, analysis of variance, contingency table analysis, and measures of association and agreement. A non-mathematical approach makes the text accessible to readers of all levels.

About Kenneth J. Berry

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.

Details Book

Author : Kenneth J. Berry
Publisher : Springer International Publishing AG
Data Published : 12 April 2014
ISBN : 3319027433
EAN : 9783319027432
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 517 pages
Age + : 15 years
Language : English
Rating :

Reviews A Chronicle of Permutation Statistical Methods



17 Comments Add a comment




Related eBooks Download


  • Statistical Methods in Psychiatry Research and SPSS free pdfStatistical Methods in Psychiatry Research and SPSS

    This book has been prepared to help psychiatrists expand their knowledge of statistical methods and fills the gaps in their applications as well as introduces data analysis software..


  • Essential Statistical Inference free pdfEssential Statistical Inference

    This book is for students and researchers who have had a first year graduate level mathematical statistics course. It covers classical likelihood. Bayesian. and permutation inference- an introduction to basic asymptotic distribution theory- and modern topics like M-estimation..


  • Statistical Methods for Practice and Research free pdfStatistical Methods for Practice and Research

    There is a growing trend these days to use statistical methods to comprehend and explain various situations and phenomena in different disciplines. Managers. social scientists and practicing researchers are increasingly collecting information and applying scientific methods to analyze the data..


  • Introduction to Statistical Analysis of Laboratory Data free pdfIntroduction to Statistical Analysis of Laboratory Data

    Introduction to Statistical Analysis of Laboratory Data presents a detailed discussion of important statistical concepts and methods of data presentation and analysis * Provides detailed discussions on statistical applications including a comprehensive package of statistical tools that are specific to the laboratory experiment process * Introduces terminology used in many applications such as the interpretation of assay design and validation as well as fit for purpose procedures including real world examples * Includes a rigorous review of statistical quality control procedures in laboratory methodologies and influences on capabilities * Presents methodologies used in the areas such as method comparison procedures..


  • Simple Statistical Methods for Software Engineering free pdfSimple Statistical Methods for Software Engineering

    Although there are countless books on statistics. few are dedicated to the application of statistical methods to software engineering. Simple Statistical Methods for Software Engineering: Data and Patterns fills that void..


  • A Chronicle of Permutation Statistical Methods free pdfA Chronicle of Permutation Statistical Methods

    . The focus of this book is on the birth and historical development of permutation statistical methods from the early 1920s to the near present. Beginning with the seminal contributions of R.A. Fisher