Hypothesis testStructural break
CUSUM检验:检测回归模型中的参数不稳定性
CUSUM(累积和)和CUSUMSQ(累积平方和)检验由Brown、Durbin和Evans(1975)提出,用于评估线性回归模型的系数是否随时间保持不变。它们是计量经济学中用于检测时间序列数据结构性断裂、政策转变或状态改变的标准工具,且无需预先知道断裂发生的时间。
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来源
- Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B, 37(2), 149–192. DOI: 10.1111/j.2517-6161.1975.tb01532.x ↗
如何引用本页
ScholarGate. (2026, June 2). CUSUM / CUSUMSQ Parameter-Stability Test. ScholarGate. https://scholargate.app/zh/econometrics/cusum-test
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Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
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