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構造的変動 DCC-GARCH モデル×Zivot-Andrews構造変化検定×
分野計量経済学計量経済学
系統Regression modelRegression model
提唱年2002-20061992
提唱者Engle (2002) for DCC; break-augmented extensions by Pelletier (2006) and subsequent literatureEric Zivot and Donald W. K. Andrews
種類Multivariate volatility model with regime changeUnit root test with endogenous structural break
原典Engle, R. F. (2002). Dynamic conditional correlation: A simple class of multivariate generalized autoregressive conditional heteroskedasticity models. Journal of Business and Economic Statistics, 20(3), 339-350. 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 ↗
別名DCC-GARCH with structural breaks, break-adjusted DCC-GARCH, regime-shift DCC-GARCH, SB-DCC-GARCHZA test, Zivot-Andrews unit root test, endogenous structural break unit root test, ZA structural break test
関連56
概要Structural break DCC-GARCH extends Engle's Dynamic Conditional Correlation GARCH framework by explicitly allowing the correlation and volatility structure to shift at one or more structural break points in the sample. It models time-varying co-volatility between multiple financial series while accounting for sudden regime changes caused by crises, policy shifts, or market microstructure changes.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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ScholarGate手法を比較: Structural break DCC-GARCH · Zivot-Andrews Structural Break Test. 2026-06-18に以下より取得 https://scholargate.app/ja/compare