Data-Driven Models
Data-Driven Models
Empirical forecasting models · Sources
Primary papers, model variants, source notes, and review signals behind the Threshold VAR page.
Reference material used for orientation; read primary and academic sources first when claims conflict.
[S1] Reference
Tong (1990) introduced the SETAR framework for univariate threshold models, establishing the theoretical foundation.
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[S2] Reference
Hansen (1996) derived the asymptotic theory for threshold estimation and the sup-LM test for threshold existence under nuisance-parameter problems.
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[S3] Reference
Tsay (1998) extended threshold models to the multivariate VAR setting with a practical arranged autoregression test.
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[S4] Reference
Hansen (2000) proved super-consistency of the threshold estimator and provided likelihood-ratio-based confidence intervals for gamma.
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[S5] Reference
Balke (2000) applied the Threshold VAR to credit channels, documenting regime-dependent amplification of monetary shocks.
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[S6] Reference
Lo and Zivot (2001) demonstrated threshold cointegration in interest rate dynamics.
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[S7] Reference
Koop, Pesaran, and Potter (1996) developed generalized impulse response functions that account for regime switching induced by shocks.
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[S8] Reference
Galvao (2006) proposed a Bayesian Threshold VAR with proper priors on the threshold and regime coefficients.
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