observed measurements are contaminated by potentially correlated errors and none provides an injective mapping of the latent …'s identity. As a result, the joint distribution of the latent vector and measurement errors is fully identified without requiring … factor models, survey data with reporting errors, mismeasured regressors in econometrics, and multidimensional latent …