Permutation Statistical Methods

An Integrated Approach

Nonfiction, Health & Well Being, Medical, Reference, Biostatistics, Science & Nature, Mathematics, Statistics
Cover of the book Permutation Statistical Methods by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr., Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr. ISBN: 9783319287706
Publisher: Springer International Publishing Publication: May 3, 2016
Imprint: Springer Language: English
Author: Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
ISBN: 9783319287706
Publisher: Springer International Publishing
Publication: May 3, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Emotion Modeling by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Human Aspects of Information Security, Privacy, and Trust by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Thermodynamics in Nuclear Power Plant Systems by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Reclamation of Arid Lands by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Performativity in Art, Literature, and Videogames by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Spin Glasses by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Educational Equality and International Students by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Why Greatness Cannot Be Planned by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Machine Learning and Knowledge Discovery in Databases by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Flexible Spacecraft Dynamics, Control and Guidance by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Digital Systems for Open Access to Formal and Informal Learning by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Forest conservation in protected areas of Bangladesh by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Boys and Men in African American Families by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
Cover of the book Information Systems: Research, Development, Applications, Education by Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke Jr.
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy