[UF PharmD - PEBP] Summary of Roadmap for Statistical Tests

What test do you use when you are measuring AGREEMENT of CONTINUOUS variables?

This test is also a PARAMETRIC one.

Pearson's Correlation Test

What test do you use when you are measuring AGREEMENT of CONTINUOUS variables?

This test is also a NON-PARAMETRIC one.

Spearman's Rho

What test do you use when you are measuring AGREEMENT of NOMINAL variables?

Kappa Test

What test do you use when you are measuring CORRELATION of CONTINUOUS variables?

This test is also a PARAMETRIC one.

Pearson's Correlation Test

What test do you use when you are measuring CORRELATION of CONTINUOUS variables?

This test is also a NON-PARAMETRIC one.

Spearman's Rho

What test do you use when you are measuring REGRESSION of CONTINUOUS variables?

Linear Regression

What test do you use when you are measuring REGRESSION of CATEGORICAL variables?

Non-Linear Regression

What are two tests that can be classified as NON-linear regression tests?

Logistic Regression and Cox Proportional Hazard Model

What test do you use when you are comparing TWO GROUPS that are INDEPENDENT of each other and use CONTINUOUS variables?

This test is also a PARAMETRIC one.

2-Sample Independent t-test

What test do you use when you are comparing TWO GROUPS that are INDEPENDENT of each other and use CONTINUOUS variables?

This test is also a NON-PARAMETRIC one.

Mann-Whitney U-test

What tests do you use when you are comparing TWO GROUPS that are INDEPENDENT of each other and use NOMINAL variables?

Hint: There's 2 tests that can be involved.

Chi-square OR Fisher's exact test

What test do you use when you are comparing TWO GROUPS that are DEPENDENT of each other and use CONTINUOUS variables?

This test is also a PARAMETRIC one.

Paired t-test

What test do you use when you are comparing TWO GROUPS that are DEPENDENT of each other and use CONTINUOUS variables?

This test is also a NON-PARAMETRIC one.

Wilcoxin Signed Rank Test

What test do you use when you are comparing TWO GROUPS that are DEPENDENT of each other and use NOMINAL variables?

McNemar's Chi-Square

What test do you use when you are comparing TWO OR MORE GROUPS that are INDEPENDENT of each other and use CONTINUOUS variables?

This test is also a PARAMETRIC one.

ANOVA

What test do you use when you are comparing TWO OR MORE GROUPS that are INDEPENDENT of each other and use CONTINUOUS variables?

This test is also a NON-PARAMETRIC one.

Kruskall-Wallis ANOVA

What test do you use when you are comparing TWO OR MORE GROUPS that are INDEPENDENT of each other and use ORDINAL variables?

Kruskall-Wallis ANOVA

What test do you use when you are comparing TWO OR MORE GROUPS that are DEPENDENT of each other and use CONTINUOUS variables?

Repeated Measures ANOVA