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Module NONPARAMETRIC STATISTICS

Module code: ST204
Credits: 5
Semester: 2
Department: MATHEMATICS AND STATISTICS
International: Yes
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Checking distributional assumptions. Consequences of non-normality for t-and F-tests. Ranks and order statistics. Sign test and Wilcoxon signed-rank test for single samples. The Wilcoxon-Mann-Whitney test for two-samples. The Kruskal-Wallis test for k-samples. Association and correlation. Bootstrap methods. Density estimation. Non-parametric smoothing.

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