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Test CUSUM: Detectarea instabilității parametrilor în modele de regresie×Testul Bai-Perron pentru rupturi structurale multiple×
DomeniuEconometrieEconometrie
FamilieHypothesis testHypothesis test
Anul apariției19751998
Autorul originalBrown, Durbin & EvansJushan Bai & Pierre Perron
TipRecursive residual testSequential hypothesis test for multiple structural breaks
Sursa seminalăBrown, 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 ↗
Denumiri alternativeCumulative 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
Înrudite32
RezumatThe 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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ScholarGateCompară metode: CUSUM Test · Bai-Perron Test. Preluat la 2026-06-18 de pe https://scholargate.app/ro/compare