Porovnat metody
Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.
| Model AR se strukturálními změnami× | Model strukturálního zlomového VAR× | |
|---|---|---|
| Obor | Ekonometrie | Ekonometrie |
| Rodina | Regression model | Regression model |
| Rok vzniku≠ | 1989-2003 | 1980–1998 |
| Tvůrce≠ | Perron (1989); Bai & Perron (1998, 2003) | Bai & Perron (structural breaks); Sims (VAR framework) |
| Typ≠ | Time-series model with structural change | Multivariate time series model with regime change |
| Původní zdroj≠ | Bai, 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 ↗ |
| Další názvy | 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 |
| Příbuzné | 6 | 6 |
| Shrnutí≠ | 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. |
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