方法证据记录
TVP-FAVAR
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.
源记录
引文逐字复制自方法源记录。这些引文不代表任何层级的验证。
Time-Varying Parameter Factor-Augmented VAR
分类方法记录 · regression-model / econometrics
- Bernanke, B. S., Boivin, J., & Eliasz, P. S. (2005). Measuring monetary policy. Journal of Political Economy, 113(1), 161-208. · URL
- Primiceri, G. E. (2005). Time-varying structural vector autoregressions and monetary policy. Review of Economic Studies, 72(3), 821-852. · DOI 10.1111/j.1467-937X.2005.00353.x
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