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구조적 분할 AR 모형×구조적 변동 VAR 모형×
분야계량경제학계량경제학
계열Regression modelRegression model
기원 연도1989-20031980–1998
창시자Perron (1989); Bai & Perron (1998, 2003)Bai & Perron (structural breaks); Sims (VAR framework)
유형Time-series model with structural changeMultivariate time series model with regime change
원전Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1-22. DOI ↗Bai, J., & Perron, P. (1998). Estimating and testing linear models with multiple structural changes. Econometrica, 66(1), 47–78. DOI ↗
별칭AR model with structural change, breakpoint AR model, piecewise autoregressive model, AR model with regime shiftsVAR with structural breaks, break-point VAR, regime-switching VAR, SB-VAR
관련66
요약The 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.
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