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Pearson correlation: It tests the strength of association between two continuous variables.
Spearman correlation: It tests the strength of association between two ordinal variables.
Chi-square: It tests the strength of association between two categorical variables.
A) Comparison of Means: Gaze for the dissimilarity between the means of variables
Paired T-test: It tests the difference between two related variables.
Independent T-test: It tests the difference between two independent variables.
ANOVA: It tests the difference between set means after any other variance in the resulting variable is accounted for.
B) Regression: Evaluate if change in one variable depicts change in another variable
Simple regression: It tests how change in the predictor variable depicts the change in the outcome variable.
Multiple regressions: It tests how change in the grouping of two or more predictor variables depicts change in the outcome variable.
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