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Time-varying parameter system GMM/Evidence
Method evidence record

Time-varying parameter system GMM

Time-Varying Parameter System GMM extends the Blundell-Bond System Generalized Method of Moments estimator to allow regression coefficients to change over time. By combining the instrument-based correction for dynamic endogeneity with a time-varying coefficient structure, the method captures both the persistence of the lagged dependent variable and structural shifts in the effect of regressors across periods.

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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 System Generalized Method of Moments
Taxonomic method record · regression-model / econometrics
  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115–143. · DOI 10.1016/S0304-4076(98)00009-8
  • Cooley, T. F., & Prescott, E. C. (1976). Estimation in the presence of stochastic parameter variation. Econometrica, 44(1), 167–184. · DOI 10.2307/1911389
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Related methods

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

Taxonomic bucketArellano-Bond GMM estimatormachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Dynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel System GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTime-varying parameter Arellano-Bond GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTime-varying parameter difference GMMmachine-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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