non-parametric Flashcards
Compare 2 related samples, considers only the direction
Sign test
Compare 2 independent samples
Wilcoxon rank sum test
Compare 2 related samples, focus on both direction and magnitude of the differences
Wilcoxon signed rank test
Compare medians of 2/more groups
Median test
Compare medians of more than 2 groups when independent variable has one factor
Kruskal-Wallis rank test
compare medians of more than 2 groups when independent variable has one factor and data is repeated measures
Friedman test
Compare means of 2/more groups when data not normally distributed
Permutation test
Compare variances of 2 /more groups, designed for comparing the proportions of “successes” across three or more groups when the same individuals are present in each group
cochran test
Compare variances of 2/more groups, used when the data do not meet the assumptions of normality required for parametric tests
Squared rank test for variances
measure the strength& direction of the association between 2 variables when data is ordinal
Spearman’s rank correlation coefficient test