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Panel System GMM/Evidence
Method evidence record

Panel System GMM

Panel System GMM is a two-equation GMM estimator for dynamic panel data that stacks the differenced equation (using lagged levels as instruments) with the levels equation (using lagged differences as instruments). Developed by Blundell and Bond (1998) on the foundation of Arellano and Bover (1995), it is the preferred tool when the lagged dependent variable is highly persistent or individual effects are large.

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Source record

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

Panel System Generalized Method of Moments Estimator
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
  • Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. · DOI 10.1016/0304-4076(94)01642-D
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

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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 bucketDifference GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Arellano-Bond GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Dynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Fixed Effects Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Random Effects Modelmachine-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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