协整回归中的自回归变换

Autoregressive Transformations in Cointegrated Regressions

Review of Economics and Statistics · 1997
被引 3
人大 AFT50ABS 4

中文导读

证明,对协整回归应用标准自相关修正可能导致错误的差分,使估计参数与原关系无关,并通过模拟和实证例子展示这一现象。

Abstract

Standard autocorrelation corrections applied to cointegrating regressions can lead to erroneous first-differencing. Such outcomes are shown to be possible under a range of environments, including cases with autocorrelation coefficients substantially less than 1. First-differencing of a cointegrating regression results in estimates that may bear little relation to the parameters in the original untransformed relation, resulting in misinterpretation of the parameter estimates. These results are proved analytically and demonstrated with simulations and empirical examples. © 1997 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology

协整回归自相关修正一阶差分参数估计偏差