We consider a regression of y on x given by a pair of mean and variance functions with a parameter vector θ to be estimated that also appears in the distribution of the regressor variable x. The estimation of θ is based ...

For polynomial errors-in-variables model, the Simex estimator is constructed in such way that it is consistent, as the samples size grows and the size of auxiliary sample is fixed. Then the estimator is modified in such a ...