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Robust Fixed Effects Model

The robust fixed effects model combines the within-group estimator for panel data with variance-covariance matrices that remain valid under heteroscedasticity and within-unit error correlation. Introduced by Arellano (1987), cluster-robust standard errors paired with the fixed effects estimator are now the default approach for credible panel data inference in economics and social science.

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Robust Fixed Effects Panel Data Model

Taxonomický záznam metódy · regression-model / econometrics

Arellano, M. (1987). Computing robust standard errors for within-groups estimators. Oxford Bulletin of Economics and Statistics, 49(4), 431–434. · URL
Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data (2nd ed.). MIT Press. · ISBN 978-0262232586

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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.Taxonomic bucketRobust OLSmachine-suggested · Relational suggestion, not evidence.