使用扩展函数德尔塔方法检验未知时点的相关性变化

TESTING FOR A CHANGE IN CORRELATION AT AN UNKNOWN POINT IN TIME USING AN EXTENDED FUNCTIONAL DELTA METHOD

Econometric Theory · 2011
被引 118 · 同刊同年前 6%
人大 A-ABS 4

中文导读

提出一种基于经验相关累积和的检验方法,用于检测未知时点的相关性变化,不要求原假设下输入独立同分布,并推导了极限零分布和局部功效公式。

Abstract

We propose a new test against a change in correlation at an unknown point in time based on cumulated sums of empirical correlations. The test does not require that inputs are independent and identically distributed under the null. We derive its limiting null distribution using a new functional delta method argument, provide a formula for its local power for particular types of structural changes, give some Monte Carlo evidence on its finite-sample behavior, and apply it to recent stock returns.

相关性变点检验累积和检验泛函Delta方法结构突变