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 | SPSS 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 | SPSS |
| 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 |