Method evidence record
Robust VAR model
The Robust VAR model extends the classical Vector Autoregression framework by replacing ordinary least squares estimation with robust estimators — such as M-estimators or median-based methods — to reduce the influence of outliers, structural breaks, and heavy-tailed shocks common in financial and macroeconomic time series.
Source record
Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.
Robust Vector Autoregression Model
Taxonomic method record · regression-model / econometrics
- Goncalves, S., & Kilian, L. (2004). Bootstrapping autoregressions with conditional heteroskedasticity of unknown form. Journal of Econometrics, 123(1), 89-120. · DOI 10.1016/j.jeconom.2003.10.030
- Lutkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer, Berlin. · ISBN 978-3540401728
Curated claims
Claims persisted in the evidence ledger, each with its own assessment.
No curated claims yet
This view does not invent a claim assessment when the ledger has none.
Related methods
Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.