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1 population mean
One-sample t-test
Statistical test for 2 independent population means
Two-sample t-test
Statistical test for 2 dependent/matched means
Matched-pairs t-test
Nonparametric statistical test for 2 independent groups
Wilcoxon Rank Sum test
2dependent groups where only sign matters
Sign Test
Nonparametric statistical test for 2 dependent groups where differences can be ranked
Wilcoxon Signed-Rank test
Permutation approach test for 2 independent groups
Permutation Test
2 population variances
F-Test
Statistical test for 3+ independent population means
One-way ANOVA
Nonparametric 3+ independent groups
Kruskal-Wallis test
Statistical test when analyzing 2 factors
Two-way ANOVA