Rank tests and regression rank score tests in measurement error models

Abstract

The rank and regression rank score tests of linear hypothesis in the linear regression model are modified for measurement error models. The asymptotic relative efficiencies of tests with respect to tests in models without measurement errors are evaluated.

The simulation study illustrates the powers of the tests.

Keywords

• Rank tests
• regression rank scores tests
• measurement error model