Measurement error models with a general class of error distribution

摘要

In general, the normal distribution is assumed for the surrogate of the true covariates in the classical measurement error model. This paper considers a class of distributions, which includes the normal one, for the variables subject to error. An estimation approach yielding consistent estimators is developed and simulation studies reported.