Statistical Test Selection

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Statistical Test Selection by Mind Map: Statistical Test Selection

1. Related groups. (1 DV, 1 IV variable)

1.1. 2 Groups

1.1.1. Categorical

1.1.1.1. McNemar's test

1.1.2. Ordinal

1.1.2.1. Wilcoxon signed ranks test

1.1.3. Interval

1.1.3.1. Wilcoxon signed ranks test

1.1.3.2. Paired t-test (normally distributed data)

1.2. 2+ Groups

1.2.1. Categorical

1.2.1.1. Repeated Measures Logistic Regression (Binomial outcome)

1.2.2. Ordinal

1.2.2.1. Friedman test

1.2.3. Interval

1.2.3.1. Friedman test

1.2.3.2. One-way Repeated Measures ANOVA (normally distributed data)

2. Some Other Cases

2.1. Time-to-Event Data

2.1.1. Survival Analysis

2.2. Crossover Design

2.2.1. Factorial ANOVA

3. Only 1 Group

3.1. Categorical

3.1.1. Chi-square goodness-of-fit

3.2. Ordinal

3.2.1. One-sample median

3.3. Interval

3.3.1. One-sample median

3.3.2. One-sample t-test (normally distributed data)

4. Independent Groups. (1DV, 1 IV variable)

4.1. 2 Groups

4.1.1. Categorical

4.1.1.1. Chi-square test

4.1.1.2. Fisher’s exact test

4.1.2. Ordinal

4.1.2.1. Wilcoxon-Mann Whitney test

4.1.3. Interval

4.1.3.1. Wilcoxon-Mann Whitney test

4.1.3.2. 2 independent sample t-test (normally distributed data)

4.2. 2+ Groups

4.2.1. Categorical

4.2.1.1. Chi-square test

4.2.2. Ordinal

4.2.2.1. Kruskal Wallis

4.2.3. Interval

4.2.3.1. Kruskal Wallis

4.2.3.2. One-way ANOVA (normally distributed data)