Statistics with R

  1. Nonparametric Statistics
    1. When to Use Nonparametric Tests
      1. Assumption Violations
        1. Ordinal Data
          1. Small Sample Sizes
          2. Rank-Based Tests
            1. Ranking Procedures
              1. Tied Values
              2. One-Sample Nonparametric Tests
                1. Sign Test
                  1. Wilcoxon Signed-Rank Test
                  2. Two-Sample Nonparametric Tests
                    1. Mann-Whitney U Test
                      1. Wilcoxon Rank-Sum Test
                      2. Multiple Sample Tests
                        1. Kruskal-Wallis Test
                          1. Friedman Test
                          2. Nonparametric Correlation
                            1. Spearman's Rank Correlation
                              1. Kendall's Tau

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                            26. Introduction to Time Series Analysis