Mplus is a powerful statistical package used for the analysis of latent variables. Among the kinds of analysis it can perform are exploratory factor analysis, confirmatory factor analysis, latent class analysis, latent growth curve modeling, structural equation modeling and multilevel modeling. The program can handle a combination of categorical and continuous variables and often permits missing data. It integrates these analyses into a single framework where you can combine techniques like growth curve modeling and latent class analysis to ask unique questions, such as “Are there latent classes amongst the growth trajectories?”. Mplus runs under Windows. This class is designed for people who are just getting started using Mplus to orient them to the nuts and bolts of using this package. These notes are the scripts for the seminar. The notes are not meant to be a Mplus textbook or substitute for the reference manual.
Mplus version 5.2 was used for this seminar.
- Class Notes
- Data Files for the Seminar
- Entering Data
- hsb-1.dat
- hsb2-2.dat (created using stata2mplus)
- fixed-1.dat
- hsbmis-1.dat (created using stata2mplus)
- hsbmisdot-1.dat
- hsb2.dta
- hsbmis.dta
- hsbmis.csv
- hsb2.csv
- Exploring Data
- Analyzing Data
- Exploratory Factor Analysis
- Modeling Longitudinal Data
- Entering Data
- See Also
- Recommended Reading