Recovering Nonlinear Functions of Latent Variables: A Plausible-Value Neural Network Framework

Eunjeong Song, Sehee Hong

When factor scores replace true latent scores in nonlinear prediction, measurement error attenuates the recoverable variance of any $k$th-order component of the regression function…