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Test CUSUM: Detekce nestability parametrů v regresních modelech×Bai-Perronův test vícenásobných strukturálních zlomů×
OborEkonometrieEkonometrie
RodinaHypothesis testHypothesis test
Rok vzniku19751998
TvůrceBrown, Durbin & EvansJushan Bai & Pierre Perron
TypRecursive residual testSequential hypothesis test for multiple structural breaks
Původní zdrojBrown, 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 ↗
Další názvyCumulative 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
Příbuzné32
ShrnutíThe 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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ScholarGatePorovnat metody: CUSUM Test · Bai-Perron Test. Získáno 2026-06-17 z https://scholargate.app/cs/compare