弱误差假设下含积分或动态回归元的最小二乘回归

Least Squares Regression with Integrated or Dynamic Regressors under Weak Error Assumptions

Econometric Theory · 1987
被引 13
人大 A-ABS 4

中文导读

证明了在两种弱误差假设下最小二乘估计的一致性:一是含积分回归元和爆炸性非混合误差的多元回归,二是回归元与误差可能有无穷方差的动态线性回归,并在某些情况下给出了渐近分布。

Abstract

This paper establishes consistency of least squares estimators in (i) a multiple regression model with integrated regressors and explosive, non-mixing errors, and (ii) a dynamic linear regression model with regressors and errors that may have infinite variances. In the former context, the asymptotic distribution of the least squares estimator also is obtained, in certain cases.

最小二乘估计积分回归元动态回归弱误差假设