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CUSUM-testi: Parametrien epävakauden havaitseminen regressiomalleissa×Bai-Perron-testi×
TieteenalaEkonometriaEkonometria
MenetelmäperheHypothesis testHypothesis test
Syntyvuosi19751998
KehittäjäBrown, Durbin & EvansJushan Bai & Pierre Perron
TyyppiRecursive residual testSequential hypothesis test for multiple structural breaks
AlkuperäislähdeBrown, 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 ↗Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗
RinnakkaisnimetCumulative Sum Test, CUSUMSQ Test, Brown-Durbin-Evans Test, Kümülatif Toplam TestiBai-Perron Multiple Break Test, Multiple Structural Change Test, Sequential Structural Break Test, Çoklu Yapısal Kırılma Testi
Liittyvät32
TiivistelmäThe 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.The Bai-Perron test, introduced by Jushan Bai and Pierre Perron in their landmark 1998 Econometrica paper, is a least-squares-based procedure for detecting, estimating, and testing the number of structural breaks in a linear regression model estimated on time-series data. Unlike single-break tests, it simultaneously identifies multiple change-points in a sample, providing economists and empirical researchers with a rigorous, data-driven way to locate parameter instability across time.
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ScholarGateVertaile menetelmiä: CUSUM Test · Bai-Perron Test. Haettu 2026-06-18 osoitteesta https://scholargate.app/fi/compare