เปรียบเทียบวิธี

	VAR แบบมีเกณฑ์ (Threshold Panel VAR)	แบบจำลอง VAR ที่เสริมด้วยปัจจัยแปรผันตามเวลา
สาขาวิชา	เศรษฐมิติ	เศรษฐมิติ
ตระกูล	Regression model	Regression model
ปีกำเนิด	1996	2005
ผู้ริเริ่ม	Bruce Hansen and colleagues	Bernanke, Boivin, and Eliasz
ประเภท	Nonlinear panel model	Time-varying system
แหล่งต้นตำรับ	Hansen, B. E. (1996). Inference when a nuisance parameter is not identified under the null hypothesis. Econometric Theory, 12(3), 386-414.	Bernanke, B. S., Boivin, J., & Eliasz, P. S. (2005). Measuring monetary policy. Journal of Political Economy, 113(1), 161-208.
ชื่อเรียกอื่น	Panel-VAR with regime switching	Dynamic factor model with time-varying parameters
ที่เกี่ยวข้อง	3	3
สรุป	The Threshold Panel VAR extends the standard vector autoregression framework to accommodate regime-switching behavior where relationships change when a threshold variable crosses a critical level. Introduced by Hansen (1996) and applied to panels by Caner and Hansen (2001), it allows different dynamic relationships across regimes (e.g., expansions versus recessions) while exploiting the cross-sectional dimension of panel data. This nonlinear framework captures state-dependent policy effects and economic mechanisms.	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.