Vertaile menetelmiä
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| Aikasarjojen parametrien ja faktoreiden laajennettu VAR-malli (TVP-FAVAR)× | Paikalliset projektiot× | |
|---|---|---|
| Tieteenala | Ekonometria | Ekonometria |
| Menetelmäperhe | Regression model | Regression model |
| Syntyvuosi | 2005 | 2005 |
| Kehittäjä≠ | Bernanke, Boivin, and Eliasz | Oscar Jorda |
| Tyyppi≠ | Time-varying system | Multi-horizon regression |
| Alkuperäislähde≠ | Bernanke, B. S., Boivin, J., & Eliasz, P. S. (2005). Measuring monetary policy. Journal of Political Economy, 113(1), 161-208. link ↗ | Jorda, O. (2005). Estimation and inference of impulse responses by local projections. American Economic Review, 95(1), 161-182. DOI ↗ |
| Rinnakkaisnimet≠ | Dynamic factor model with time-varying parameters | LP-IR, Multi-horizon regression |
| Liittyvät | 3 | 3 |
| Tiivistelmä≠ | TVP-FAVAR is a hybrid framework combining factor-augmented VARs with time-varying parameter estimation via Kalman filtering. Introduced by Bernanke et al. (2005) and refined by Primiceri (2005), it extracts latent economic factors (e.g., a 'common monetary policy shock') from high-dimensional data while allowing VAR coefficients to evolve stochastically over time. This framework captures both reduced-dimensionality patterns and structural instability, making it ideal for studying evolving policy regimes and shock dynamics. | Local Projections (LP) is a semi-parametric method for estimating impulse responses directly via multi-horizon regressions, bypassing VAR-model specification. Introduced by Jorda (2005), it projects outcomes h periods ahead onto current shocks and lags, producing impulse-response functions without assuming a particular lag structure or VAR order. This flexibility has made it the dominant approach in applied macroeconomics for measuring policy effects and shock transmission. |
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