Statistical Tests for Continuous vs. Categorical Data, Variables Comparison- t test, Wilcoxon, ANOVA

Comparison of means from groups

Groups: Categorical (1 groups)
Mean of the characteristic: Continuous

1 group (parametric): One sample t-test

1 group (non-parametric): Wilcoxon test
Groups: Categorical (2 groups)
Mean of the characteristic: Continuous

2 Independent groups: Unpaired t-test or Wilcoxon rank sum test

2 dependent or paired groups: Paired t-test or Wilcoxon sign rank sum test
Groups: Categorical ( gt 2 groups)
Mean of the characteristic: Continuous

2 Independent groups: One-way ANOVA or Kruskal-Wallis test

2 dependent or paired groups: Repeated Measure ANOVA or Fridman test
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