A Chronicle of Permutation Statistical Methods

A Chronicle of Permutation Statistical Methods

Author: Kenneth J. Berry

Publisher: Springer Science & Business Media

Published: 2014-04-11

Total Pages: 535

ISBN-13: 3319027441

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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.


Permutation Statistical Methods

Permutation Statistical Methods

Author: Kenneth J. Berry

Publisher: Springer

Published: 2016-05-03

Total Pages: 634

ISBN-13: 3319287702

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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.


Randomization Tests

Randomization Tests

Author: Eugene S. Edgington

Publisher:

Published: 1980

Total Pages: 310

ISBN-13:

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Random assignment; Calculating significance values; One-way analysis of variance and the independent t test; Repeated-measures analysis of variance and the correlated t test; Factorial designs; Multivariate designs; Correlation; Trend tests; One-subject randomization tests.


By Sex Divided

By Sex Divided

Author: Jonathan Petre

Publisher:

Published: 1994

Total Pages: 200

ISBN-13:

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In recent years two fault lines have appeared in the Church of England. One is between liberals and conservatives, the other between supporters and opponents of the ordination of women. It has been thrust to the top of the Church's agenda by the success of the women's movement. Now that the Church's Synod has voted in favour, the Archbishop of Canterbury has become involved in a crucial damage-limitation exercise, seeking to avoid a schism.


Permutation Methods

Permutation Methods

Author: Paul W. Mielke

Publisher: Springer Science & Business Media

Published: 2007-07-29

Total Pages: 449

ISBN-13: 0387698132

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This is the second edition of the comprehensive treatment of statistical inference using permutation techniques. It makes available to practitioners a variety of useful and powerful data analytic tools that rely on very few distributional assumptions. Although many of these procedures have appeared in journal articles, they are not readily available to practitioners. This new and updated edition places increased emphasis on the use of alternative permutation statistical tests based on metric Euclidean distance functions that have excellent robustness characteristics. These alternative permutation techniques provide many powerful multivariate tests including multivariate multiple regression analyses.


Statistics on the Table

Statistics on the Table

Author: Stephen M. Stigler

Publisher: Harvard University Press

Published: 2002-09-30

Total Pages: 514

ISBN-13: 9780674009790

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This lively collection of essays examines statistical ideas with an ironic eye for their essence and what their history can tell us for current disputes. The topics range from 17th-century medicine and the circulation of blood, to the cause of the Great Depression, to the determinations of the shape of the Earth and the speed of light.


Reminiscences of a Statistician

Reminiscences of a Statistician

Author: Erich L. Lehmann

Publisher: Springer Science & Business Media

Published: 2007-12-26

Total Pages: 319

ISBN-13: 0387715975

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This relatively nontechnical book is the first account of the history of statistics from the Fisher revolution to the computer revolution. It sketches the careers, and highlights some of the work, of 65 people, most of them statisticians. What gives the book its special character is its emphasis on the author's interaction with these people and the inclusion of many personal anecdotes. Combined, these portraits provide an amazing fly-on-the-wall view of statistics during the period in question. The stress is on ideas and technical material is held to a minimum. Thus the book is accessible to anyone with at least an elementary background in statistics.


Catalogue of Greek Coins

Catalogue of Greek Coins

Author: British Museum Dept of Coins and Medal

Publisher: Franklin Classics Trade Press

Published: 2018-10-20

Total Pages: 306

ISBN-13: 9780343858230

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This work has been selected by scholars as being culturally important and is part of the knowledge base of civilization as we know it. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. To ensure a quality reading experience, this work has been proofread and republished using a format that seamlessly blends the original graphical elements with text in an easy-to-read typeface. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.