A CUSUM test for breaks in fractional cointegration
提出一种CUSUM型检验，用于检测分数协整模型中的结构突变，包括协整向量和积分阶数的突变，并通过蒙特卡洛模拟验证了良好的检验水平和功效。
We propose a CUSUM type test for breaks in a fractional cointegration model. The test can be used to detect a break in the cointegrating vector and potentially for a break in the degree of integration. We establish the limiting distribution using different representations of stochastic integrals, which depend on the combined degree of integration of the series. Also, we prove consistency of the test under a break in the parameter. In a Monte-Carlo simulation we find good size and power levels for most combinations of fractional integration. • We propose a CUSUM test for breaks in a fractional cointegration model. • We introduce a new bootstrap procedure to generate critical values. • A non-trivial limit distribution is derived and consistency is proven. • In a Monte Carlo study, we find good size and power for most orders of integration.