Permutation Statistical Methods
By: and and
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- Synopsis
- This researchmonograph provides a synthesis of a number of statistical tests and measures,which, at first consideration, appear disjoint and unrelated. Numerouscomparisons of permutation and classical statistical methods are presented, andthe two methods are compared via probability values and, where appropriate,measures of effect size. Permutationstatistical methods, compared to classical statistical methods, do not rely ontheoretical distributions, avoid the usual assumptions of normality andhomogeneity of variance, and depend only on the data at hand. This text takes aunique approach to explaining statistics by integrating a large variety ofstatistical methods, and establishing the rigor of a topic that to many mayseem to be a nascent field in statistics. This topic is new in that it tookmodern computing power to make permutation methods available to people working inthe mainstream of research.
- Copyright:
- 2016
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783319287706
- Publisher:
- Springer International Publishing, Cham
- Date of Addition:
- 11/16/16
- Copyrighted By:
- Springer
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
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