Data Analysis Examples
This page contains examples on how to conduct a variety of analyses using multiple software platforms. Many of these examples are linked to or adapted from The UCLA Institute for Digital Research and Education (UCLA IDRE). Materials linked to or adapted from UCLA IDRE are copyrighted and used with permission from the UCLA Office of Advanced Research Computing
Data Analysis Examples
| Topic | Description | Brief Overview | Video | Slides | Code | Data |
|---|---|---|---|---|---|---|
| Canonical Correlation Analysis | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Discriminant Function Analysis | SAS SPSS STATA | SAS SPSS STATA | ||||
| One-way MANOVA | SAS SPSS STATA | SAS SPSS STATA | ||||
| Regression: Exact Logistic | R SAS STATA | |||||
| Regression: Interval | R SAS STATA | R SAS STATA | ||||
| Regression: Logistic | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Mixed Effects Logistic | R STATA | R STATA | ||||
| Regression: Multinomial Logistic | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Multivariate Multiple | SAS STATA | SAS STATA | ||||
| Regression: Negative Binomial | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Negative Binomial Zero-inflated | R SAS STATA | R SAS STATA | ||||
| Regression: Negative Binomial Zero-truncated | R SAS STATA | R SAS STATA | ||||
| Regression: Ordinal Logistic | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Poisson | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Poisson Zero-inflated | R SAS STATA | R SAS STATA | ||||
| Regression: Poisson Zero-truncated | R SAS STATA | R SAS STATA | ||||
| Regression: Probit | R SAS SPSS STATA | R SAS SPSS STATA | ||||
| Regression: Robust | R SAS STATA | R SAS STATA | ||||
| Regression: Tobit | R SAS STATA | R SAS STATA | ||||
| Regression: Truncated | R SAS STATA | R SAS STATA |