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Two permutation tests of equality of variances
Authors:Rose D. Baker
Affiliation:(1) Centre for OR and Applied Statistics, Department of Mathematics and Computer Science, University of Salford, M5 4WT Salford, UK
Abstract:The F-ratio test for equality of dispersion in two samples is by no means robust, while non-parametric tests either assume a common median, or are not very powerful. Two new permutation tests are presented, which do not suffer from either of these problems. Algorithms for Monte Carlo calculation of P values and confidence intervals are given, and the performance of the tests are studied and compared using Monte Carlo simulations for a range of distributional types. The methods used to speed up Monte Carlo calculations, e.g. stratification, are of wider applicability.
Keywords:Permutation test  F-ratio test  scale problem  Monte Carlo  stratification
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