方法对比

	结构突变自回归模型	结构性断点向量自回归模型
领域	计量经济学	计量经济学
方法族	Regression model	Regression model
起源年份	1989-2003	1980–1998
提出者	Perron (1989); Bai & Perron (1998, 2003)	Bai & Perron (structural breaks); Sims (VAR framework)
类型	Time-series model with structural change	Multivariate time series model with regime change
开创性文献	Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1-22.	Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78.
别名	AR model with structural change, breakpoint AR model, piecewise autoregressive model, AR model with regime shifts	VAR with structural breaks, break-point VAR, regime-switching VAR, SB-VAR
相关	6	6
摘要	The structural break AR model extends the standard autoregressive framework by allowing the intercept and autoregressive coefficients to shift at one or more unknown break dates. Each regime between consecutive break points is governed by its own AR parameters, capturing abrupt changes in the dynamics of a time series caused by crises, policy shifts, or other shocks.	The Structural Break VAR model extends the standard Vector Autoregression (VAR) framework by allowing coefficient matrices and error covariance to shift at one or more unknown break dates. It is designed for multivariate time series where economic relationships change abruptly due to policy shifts, financial crises, or major structural events.