2024 Summer: Statistical Analysis for Longitudinal Study
Workshop, Central South University, Medical Psychological Center, 2024
Latent Growth Curve (Trajectory) Modeling for Longitudinal Data using Mplus: Introduction and Practice
Longitudinal Data Analyses Methods
- Traditional methods
- Growth modeling
Latent growth Curve Model
- Basic Model and Assumption
- Linear & non-linear model
- Parallel model
- Conditional model
- Multiple group model
LGC modeling using Mplus
- Mplus & prog. language
- Preparing data
- Descriptive statistics
- How to process missing values
- Mplus code
- Interpreting Output & Graphs
Practice and guidance
- Practice and Q&A