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Bayesian Difference GMM/Evidence
Method evidence record

Bayesian Difference GMM

Bayesian Difference GMM combines the Arellano-Bond first-differencing strategy for dynamic panel data with a Bayesian inference framework. By treating the GMM moment conditions as a quasi-likelihood and placing priors on parameters, the approach produces a full posterior distribution over coefficients rather than a single point estimate with asymptotic standard errors.

Sources recorded, not reviewed

Source record

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

Bayesian Difference Generalized Method of Moments
Taxonomic method record · regression-model / econometrics
  • Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277-297. · DOI 10.2307/2297968
  • Chernozhukov, V., & Hong, H. (2003). An MCMC approach to classical estimation. Journal of Econometrics, 115(2), 293-346. · DOI 10.1016/S0304-4076(03)00100-3
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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.

Taxonomic bucketBayesian Dynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketBayesian System GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDifference GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Dynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Same method familySystem 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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