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Panel Data Instrumental Variables/Evidence
Method evidence record

Panel Data Instrumental Variables

Panel data instrumental variables combines the bias-correcting power of instrumental variables (IV) with the within-unit variation exploited by panel data methods. It addresses endogeneity — omitted variables, reverse causation, or measurement error — in longitudinal settings where observations are repeated across units and time. Seminal contributions come from Hausman (1978) on specification testing and Arellano and Bond (1991) on GMM-based panel IV.

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Source record

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

Instrumental Variables Estimation in Panel Data Settings
Taxonomic method record · regression-model / causal-inference
  • Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, 58(2), 277-297. · DOI 10.2307/2297968
  • Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251-1271. · DOI 10.2307/1913827
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Related methods

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

Same method family2SLS Regressionmachine-suggested · Relational suggestion, not evidence.Same method familyDifference-in-Differencesmachine-suggested · Relational suggestion, not evidence.See alsoInstrumental Variables in Health Researchmachine-suggested · Relational suggestion, not evidence.Same method familyPanel Fixed Effectsmachine-suggested · Relational suggestion, not evidence.

Evidence status

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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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