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Regressió Quantil-sobre-Quantil amb Trencament Estructural×Test d'estructures de trencament de Zivot-Andrews×
CampEconometriaEconometria
FamíliaRegression modelRegression model
Any d'origen2015-2020s1992
Autor originalExtension combining Sim & Zhou (2015) QQR framework with Bai-Perron structural break methodologyEric Zivot and Donald W. K. Andrews
TipusNonparametric quantile regression with structural breaksUnit root test with endogenous structural break
Font seminalSim, N., and Zhou, H. (2015). Oil prices, US stock return, and the dependence between their quantiles. Journal of Banking and Finance, 55, 1-8. DOI ↗Zivot, E., & Andrews, D. W. K. (1992). Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. Journal of Business & Economic Statistics, 10(3), 251–270. DOI ↗
ÀliesSB-QQR, structural-break QQ regression, quantile-on-quantile with structural breaks, QQR with regime shiftsZA test, Zivot-Andrews unit root test, endogenous structural break unit root test, ZA structural break test
Relacionats66
ResumStructural Break Quantile-on-Quantile Regression (SB-QQR) extends the quantile-on-quantile framework of Sim and Zhou (2015) by allowing regression slopes to differ across regimes separated by structural breaks. It maps how the effect of a predictor's quantile on an outcome's quantile changes not only across the full distributional space but also across distinct historical periods or policy regimes.The Zivot-Andrews (ZA) test is a unit root test that endogenously identifies the most likely location of a single structural break in a time series. Unlike the standard ADF test, it does not require the researcher to pre-specify when the break occurred, making it robust to data-driven regime shifts such as policy changes, financial crises, or major economic events.
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