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Time-varying parameter VAR model/Evidence
Method evidence record

Time-varying parameter VAR model

The Time-Varying Parameter VAR (TVP-VAR) model extends the standard vector autoregression by allowing the coefficients and error covariances to evolve gradually over time. Estimated via Bayesian methods and MCMC simulation, it captures how dynamic relationships between macroeconomic or financial variables shift across different economic regimes without requiring pre-specified break points.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Time-Varying Parameter Vector Autoregression Model
Taxonomic method record · regression-model / econometrics
  • 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
  • Cogley, T., & Nason, J. M. (1995). Effects of the Hodrick-Prescott filter on trend and difference stationary time series: Implications for business cycle research. Journal of Economic Dynamics and Control, 19(1-2), 253-278. · DOI 10.1016/0165-1889(93)00781-X
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketBayesian VAR modelmachine-suggested · Relational suggestion, not evidence.See alsoKalman Filtermachine-suggested · Relational suggestion, not evidence.Same method familyState Space Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketStructural VARmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTime-varying parameter ARDL bounds testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketVector Autoregressionmachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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