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Model ARIMA amb trencament estructural×Test de Bai-Perron de Múltiples Ruptures Estructurales×
CampEconometriaEconometria
FamíliaRegression modelHypothesis test
Any d'origen1989-19981998
Autor originalPerron (1989); extended by Bai & Perron (1998)Jushan Bai & Pierre Perron
TipusTime series model with regime detectionSequential hypothesis test for multiple structural breaks
Font seminalBai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47-78. DOI ↗Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗
ÀliesARIMA with structural breaks, break-adjusted ARIMA, piecewise ARIMA, ARIMA with regime shiftsBai-Perron Multiple Break Test, Multiple Structural Change Test, Sequential Structural Break Test, Çoklu Yapısal Kırılma Testi
Relacionats32
ResumA structural break ARIMA model extends the standard ARIMA framework by explicitly identifying and accommodating one or more abrupt shifts in the level, trend, or dynamics of a time series. Rather than forcing a single set of ARIMA parameters across the entire sample, it fits separate ARIMA specifications for each regime defined by the detected break dates.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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ScholarGateCompara mètodes: Structural Break ARIMA Model · Bai-Perron Test. Recuperat el 2026-06-17 de https://scholargate.app/ca/compare