Zhiyong Zhang

Testing Group Differences in Nonlinear Growth Curve Modeling with Penalized Spline

Longitudinal data analysis in social and behavioral sciences often assumes a linear change over time, but human behavior is complex and frequently exhibits nonlinear patterns. Regression spline is a popular approach in machine learning to model nonlinear trajectories. While tradi...