Estimating Latent-Variable Panel Data Models Using Parameter-Expanded SEM Methods

This paper presents new estimation algorithms for three types of dynamic panel data models with latent variables: factor models, discrete choice models, and persistent-transitory quantile processes. The new methods combine the parameter expansion (PX) ideas in Liu et al. (1998) with the stochastic e... View More