Two permutation tests of equality of variances |
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Authors: | Rose D. Baker |
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Affiliation: | (1) Centre for OR and Applied Statistics, Department of Mathematics and Computer Science, University of Salford, M5 4WT Salford, UK |
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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. |
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Keywords: | Permutation test F-ratio test scale problem Monte Carlo stratification |
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