Identification Methods for Linear Regression Based on Data of Household Budget Surveys

摘要

In the article various methods for estimating the linear regression parameters in the case of errors in the explanatory variable are considered. Williamson algorithm modification is proposed. A comparison to other approaches by simulation study is made. The advantages and disadvantages of the proposed method are revealed.