协整面板中外生性检验

Testing for Exogeneity in Cointegrated Panels

Oxford Bulletin of Economics and Statistics · 2015
被引 3
人大 AABS 3

中文导读

提出一种检验协整面板中回归元与误差项长期相关是否为零的方法,利用OLS与FM-OLS估计量差异构造统计量,并通过随机化方法进行检验。

Abstract

type="main" xml:id="obes12072-abs-0001"> This paper proposes a test for the null that, in a cointegrated panel, the long-run correlation between the regressors and the error term is different from zero. As is well known, in such case the OLS estimator is T-consistent, whereas it is N T -consistent when there is no endogeneity. Other estimators can be employed, such as the FM-OLS, that are N T -consistent irrespective of whether exogeneity is present or not. Using the difference between the former and the latter estimator, we construct a test statistic which diverges at a rate N under the null of endogeneity, whilst it is bounded under the alternative of exogeneity, and employ a randomization approach to carry out the test. Monte Carlo evidence shows that the test has the correct size and good power.

协整面板外生性检验FM-OLS估计量随机化检验