Data-Driven Models
Data-Driven Models
Empirical forecasting models · Sources
Primary papers, model variants, source notes, and review signals behind the TVP-VAR page.
Reference material used for orientation; read primary and academic sources first when claims conflict.
[S1] Reference
Primiceri (2005) -- canonical TVP-VAR with stochastic volatility and triangular factorization
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[S2] Reference
Cogley and Sargent (2005) -- drifting coefficients without time-varying A_t; US inflation persistence
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[S3] Reference
Carter and Kohn (1994) -- forward-filtering, backward-sampling simulation smoother for Gaussian state-space models
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[S4] Reference
Kim, Shephard, and Chib (1998) -- mixture-of-normals approximation for stochastic volatility
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[S5] Reference
Koop and Korobilis (2013) -- computationally light TVP-VAR via forgetting factors
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[S6] Reference
D'Agostino, Gambetti, and Giannone (2013) -- forecasting with TVP-VARs
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[S7] Reference
Chan and Eisenstat (2018) -- equation-by-equation estimation for large TVP-VARs
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