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Panel Fixed Effects Model/Evidence
Method evidence record

Panel Fixed Effects Model

The panel fixed effects (FE) model controls for all time-invariant, unit-specific unobserved heterogeneity by absorbing it into individual intercepts. By sweeping out unit means through the within transformation, FE yields unbiased estimates of the effect of time-varying regressors even when omitted unit-level confounders are correlated with those regressors.

Sources recorded, not reviewed

Source record

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

Panel Data Fixed Effects Regression Model
Taxonomic method record · regression-model / econometrics
  • Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data (2nd ed.). MIT Press. · ISBN 978-0262232586
  • Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. · ISBN 978-3030534875
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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 bucketDifference GMMmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketFixed Effects Modelmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Hausman Testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel OLSmachine-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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