Longitudinal Data Modeling

• keywords: Longitudinal models, Exploratory data analysis, Statistical inference
• Github URL: Project Link

This team project was a final project for coursework EPSY587(Hierarchical Linear Models) at UIUC(SP2023). The data for this study is from the National Youth Longitudinal Study (6,287 observations of 7 variables with no missing data). The longitudinal data model was applied to model the NYLS survey data based on hierarchical linear modeling. The process of exploring and examining assumptions for the final model is presented.