The table below provides a list common statistical analyses listed alphabetically.
- If you would prefer to see all available analysis broken down by topic, please click here: Analysis Grid by Topic
- If you would like to see brief descriptions of each analysis to help decide what tests are most appropriate for your study, please click here: Brief Methods Description
Analysis | R Link | SAS Link |
---|---|---|
Box Plots | ||
Chi-square Analysis and Fisher's Exact Test | ||
Cochran's Q Test | ||
Correlation | ||
Descriptive Statistics | ||
Flow Chart of Bivariate tests | R | SAS |
Friedman Test | ||
Kruskal-Wallis Test | R | SAS |
Levene's Equality of Variances Test | ||
Logistic Regression | ||
Mann-Whitney U | R | SAS |
McNemar Test | ||
Mediator Regression | ||
Moderator Regression | ||
Multinomial Logistic Regression | ||
Multiple Regression (OLS) | ||
Multiple Regression with a Categorical*Categorical Interaction | ||
Multiple Regression with a Categorical*Continuous Interaction | ||
Multiple Regression with a Continuous*Continuous Interaction | ||
Normality | ||
Negative Binomial Hurdle Regression | ||
Negative Binomial Regression | ||
One-way ANOVA | R | SAS |
One-way ANOVA with Repeated Measures | ||
Ordinal Logistic Regression | ||
Paired T-test | R | SAS |
Polynomial Regression | ||
Poisson Regression | ||
Poisson Hurdle Regression | ||
Simple Linear Regression | ||
Two Independent Samples t-test | R | SAS |
Wilcoxon Signed-Rank Test | R | SAS |
Zero Inflated Negative Binomial Regression | ||
Zero Truncated Negative Binomial Regression | ||
Zero Inflated Poisson Regression | ||
Zero Truncated Poisson Regression |