4 papers
Multilevel Regression Discontinuity Models with Latent Variables
Monica Morell, Youngjin Han, Muwon Kwon +3
Regression discontinuity (RD) analysis with latent variables as introduced by Morell et al. (2025), offers a useful augmentation of the conventional RD by incorporating measurement…
Asymptotic Standard Errors for Reliability Coefficients in Item Response Theory
Youjin Sung, Yang Liu
In a recent review, Liu, Pek, & Maydeu-Olivares (2025b) classified reliability coefficients into two types: classical test theory (CTT) reliability and proportional reduction in me…
Two-stage Estimation of Latent Variable Regression Models: A General, Root-N Consistent Solution
Yang Liu, Xiaohui Luo, Jieyuan Dong +4
Latent variable (LV) models are widely used in psychological research to investigate relationships among unobservable constructs. When one-stage estimation of the overall LV model…
A New Fit Assessment Framework for Common Factor Models Using Generalized Residuals
Youjin Sung, Youngjin Han, Yang Liu
Assessing fit in common factor models solely through the lens of mean and covariance structures, as is commonly done with conventional goodness-of-fit (GOF) assessments, may overlo…