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Panel Data Analysis/Evidence
Method evidence record

Panel Data Analysis

Panel data analysis models data that track multiple units — countries, firms, individuals — over time, enabling researchers to control for unobserved unit-level heterogeneity that would otherwise bias cross-sectional or time-series estimates. The two core specifications are fixed effects and random effects, selected via the Hausman test.

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 Analysis (Longitudinal Data Analysis)
Taxonomic method record · regression-model / econometrics
  • Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. · ISBN 978-3030539528
  • Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6), 1251–1271. · DOI 10.2307/1913827
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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 bucketArellano-Bond GMM estimatormachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDynamic Panel Data Modelmachine-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.

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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