Before revision:  We show that the latent covariates can be nonparametrically identified, if they are  functions of a common shock satisfying some plausible monotonicity assumptions  .
After revision:  We show that the latent covariates can be nonparametrically identified, if they are strictly monotone functions of a common shock satisfying some plausible monotonicity assumptions .