基于广义波动检验的结构变化监测

MONITORING STRUCTURAL CHANGES WITH THE GENERALIZED FLUCTUATION TEST

Econometric Theory · 2000
被引 134
人大 A-ABS 4

中文导读

提出广义波动检验方法用于监测结构变化,推导了基于移动估计波动的最大和范围的检验统计量,并模拟了临界值。模拟表明,当变化发生在后期时,该方法优于Chu等人(1996)的递归估计检验。

Abstract

In this paper we introduce the generalized fluctuation test for monitoring structural changes and establish a result characterizing the limiting behavior of this class of tests. As applications of the generalized fluctuation test, tests based on the maximum and range of the fluctuation of moving estimates are proposed. We also derive the boundary functions for the proposed tests and tabulate simulated critical values. Our simulations indicate that these tests compare favorably with the recursive-estimates-based test considered by Chu, Stinchcombe, and White (1996, Econometrica 64, 1045–1065) when a change occurs late.

广义波动检验结构变化监测移动估计波动边界函数