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One-Sample Methods | |
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Preliminaries | |
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A Nonparametric Test and Confidence Interval for the Median | |
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Estimating the Population CDF and Quantiles | |
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A Comparison of Statistical Tests | |
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Two-Sample Methods | |
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A Two-Sample Permutation Test | |
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Permutation Tests Based on the Median and Trimmed Means | |
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Random Sampling the Permutations | |
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Wilcoxon Rank-Sum Test | |
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Wilcoxon Rank-Sum Test Adjusted for Ties | |
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Mann-Whitney Test and a Confidence Interval | |
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Scoring Systems | |
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Test for Equality of Scale Parameters and an Omnibus Test | |
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Selecting Among Two-Sample Tests | |
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Large Sample Approximations | |
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Exercises | |
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K-Sample Methods | |
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K-Sample Permutation Tests | |
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The Kruskal-Wallis Test | |
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Multiple Comparisons | |
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Ordered Alternatives | |
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Exercises | |
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Paired Comparisons and Blocked DesignS | |
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Paired Comparison Permutation Test | |
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Signed-Rank Test | |
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Other Paired-Comparison Tests | |
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A Permutation Test for a Randomized Complete Block Design | |
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Friedman's Test for a Randomized Complete Block Design | |
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Ordered Alternatives for a Randomized Complete Block Design | |
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Exercises | |
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Tests For Trends and Association | |
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A Permutation Test for Correlation and Slope | |
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Spearman Rank Correlation | |
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Kendall's Tau | |
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Permutation Tests for Contingency Tables | |
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Fisher's Exact Test for a 2 ?e 2 Contingency Table | |
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Contingency Tables With Ordered Categories | |
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Mantel-Haenszel Test | |
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Exercises | |
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Multivariate Tests | |
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Two-Sample Multivariate Permutation Tests | |
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Two-Sample Multivariate Rank Tests | |
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Multivariate Paired Comparisons | |
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Multivariate Rank Tests for Paired Comparisons | |
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Multi-response Categorical Data | |
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Exercises | |
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Analysis Of Censored Data | |
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Estimating the Survival Function | |
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Permutation Tests for Two-Sample Censored Data | |
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Gehan's Generalization of the Mann-Whitney-Wilcoxon Test | |
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Scoring Systems for Censored Data | |
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Tests Using Scoring Systems for Censored Data | |
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Exercises | |
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Nonparametric Bootstrap Methods | |
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The Basic Bootstrap Method | |
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Bootstrap Intervals for Location-Scale Models | |
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BCA and Other Bootstrap Intervals | |
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Correlation and Regression | |
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Two-Sample Inference | |
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Bootstrap Sampling from Several Populations | |
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Bootstrap Sampling for Multiple Regression | |
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Multivariate Bootstrap Sampling | |
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Exercises | |
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Multifactor Experiments | |
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Analysis of Variance Models | |
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Aligned Rank Transform | |
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Testing for Lattice-Ordered Alternatives | |
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Exercises | |
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Smoothing Methods and Robust Model Fitting | |
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Estimating the Probability Density Function | |
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Nonparametric Curve Smoothing | |
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Robust and Rank-Based Regression | |
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Exercises | |
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Tables | |
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References | |