Аннотация:
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 way that it shows good results for small samples without
losing its asymptotic properties for large samples. Simulation studies
corroborate the theoretical findings.