Some conditions on the design of a regression model

Abstract

We study some conditions on the design of a regression model which provide √n-consistent least squares estimators of the regression coefficients, where n is the sample size. Under these conditions the Fisher information matrix is of order at least n.

Keywords:

• √n-consistency
• fisher information
• least squars