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Test Chow'a na zmianę strukturalną×Test CUSUM: Wykrywanie niestabilności parametrów w modelach regresji×
DziedzinaEkonometriaEkonometria
RodzinaRegression modelHypothesis test
Rok powstania19601975
TwórcaGregory C. ChowBrown, Durbin & Evans
TypTest for structural break in regression coefficientsRecursive residual test
Źródło pierwotneChow, G. C. (1960). Tests of equality between sets of coefficients in two linear regressions. Econometrica, 28(3), 591–605. DOI ↗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 ↗
Inne nazwyChow breakpoint test, structural break test, Chow yapısal kırılma testiCumulative Sum Test, CUSUMSQ Test, Brown-Durbin-Evans Test, Kümülatif Toplam Testi
Pokrewne23
PodsumowanieThe Chow test, introduced by Gregory Chow in 1960, checks whether the coefficients of a linear regression are the same across two subsamples — that is, whether a structural break occurs at a known point such as a policy change, crisis, or regime shift. It compares the fit of a single pooled regression with the combined fit of two separate regressions; a large improvement from splitting indicates the relationship differs between the two periods or groups.The CUSUM (Cumulative Sum) and CUSUMSQ (Cumulative Sum of Squares) tests, introduced by Brown, Durbin, and Evans (1975), assess whether the coefficients of a linear regression model remain constant over time. They are standard tools in econometrics for detecting structural breaks, policy shifts, or regime changes in time-series data without requiring prior knowledge of when a break occurs.
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