APS
2025 APS Annual Convention · 2025
When Will Change: A Nuanced Understanding of Turning Points through Bayesian Piecewise Growth Models
- Ihnwhi Heo
University of California, Merced - Fan Jia
University of California, Merced - Sarah Depaoli
University of California, Merced
Abstract
This study examines the recovery of changepoints using Bayesian piecewise growth models. We conducted simulations under conditions such as sample size, missing data, and prior specifications and found important implications for the influence of these factors. An illustrative example with empirical data demonstrates the methodology and provides further insights.