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- Data Files
- SAS: companies.sas7bdat depress.sas7bdat lung.sas7bdat surv.sas7bdat
- SAS Formats: companies.sas depress.sas lung.sas surv.sas
- Stata: companies.dta depress.dta lung.dta surv.dta
- SPSS: companies.sav depress.sav lung.sav surv.sav
- ASCII Files and Codebook: https://stats.idre.ucla.edu/wp-content/uploads/2016/02/C3081.zip
| SAS | Stata | SPSS | Chapter title | |
| Chapter 1 | What is multivariate analysis? | |||
| Chapter 2 | Characterizing data for future analyses | |||
| Chapter 3 | Preparing data for analysis | |||
| Chapter 4 | Data screening and transformation | |||
| Chapter 5 | Selecting appropriate analyses | |||
| Chapter 6 | Chapter 6 | Chapter 6 | Chapter 6 | Simple linear regression and correlation |
| Chapter 7 | Chapter 7 | Chapter 7 | Chapter 7 | Multiple regression and correlation |
| Chapter 8 | Variable selection in regression analysis | |||
| Chapter 9 | Special regression topics | |||
| Chapter 10 | Chapter 10 | Chapter 10 | Chapter 10 | Canonical correlation analysis |
| Chapter 11 | Chapter 11 | Chapter 11 | Chapter 11 | Discriminant analysis |
| Chapter 12 | Chapter 12 | Chapter 12 | Chapter 12 | Logistic regression |
| Chapter 13 | Chapter 13 | Chapter 13 | Chapter 13 | Regression analysis using survival data |
| Chapter 14 | Chapter 14 | Chapter 14 | Chapter 14 | Principal components analysis |
| Chapter 15 | Chapter 15 | Chapter 15 | Chapter 15 | Factor analysis |
| Chapter 16 | Chapter 16 | Chapter 16 | Chapter 16 | Cluster analysis |
| Chapter 17 | Chapter 17 | Chapter 17 | Chapter 17 | Log-linear analysis |