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Permutation Statistical Methods : Tests of Differences / by Janis E Johnston, Kenneth J. Berry, Michael A. Long.
Springer Nature - Springer Mathematics and Statistics (R0) eBooks 2026 English International Available online
View online- Format:
- Book
- Author/Creator:
- Johnston, Janis E.
- Series:
- SpringerBriefs in Statistics, 2191-5458
- Language:
- English
- Subjects (All):
- Statistics.
- Social sciences--Statistical methods.
- Social sciences.
- Biometry.
- Statistical Theory and Methods.
- Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy.
- Biostatistics.
- Local Subjects:
- Statistical Theory and Methods.
- Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy.
- Biostatistics.
- Physical Description:
- 1 online resource (195 pages)
- Edition:
- 1st ed. 2026.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2026.
- Summary:
- The primary purpose of this book is to introduce the reader to elementary statistical methods as related to tests of differences, such as one-sample tests, tests of two independent samples, tests of two matched samples, and one-way analysis of variance. Throughout the book the emphasis is on permutation statistical methods, although the results of the permutation analyses are always compared and contrasted with the results of conventional statistical analyses. Unlike classical statistical methods, permutation statistical methods do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity, depend only on the observed data, and do not require random sampling. The book is designed for an audience with limited statistical background and can easily serve as a supplementary textbook in an undergraduate or graduate course in departments such as statistics, psychology, economics, or biology. In particular, the audience for this book is quantitative undergraduate and graduate students in fields such as psychology, sociology, biology and political science. No statistical training beyond a first course in statistics is required.
- Contents:
- 1. Introduction
- 2. Permutation Methods
- 3.Analysis of One-Sample Data
- 4.Analysis of Two-Sample Data
- 5.Analysis of Matched-Pairs Data
- 6. Analysis of Multi-Sample Data
- Reference
- Author Index
- Subject Index.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 3-032-08924-7
- 9783032089243
- OCLC:
- 1569120237
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