Method evidence record

Fixed Effects Model

The fixed effects (FE) model is the workhorse estimator for panel data when unobserved unit-specific characteristics are suspected to correlate with the regressors. By absorbing each entity's time-invariant heterogeneity into a separate intercept, FE isolates the causal effect of within-unit variation and eliminates omitted-variable bias from time-constant confounders.

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Fixed Effects Regression Model

Taxonomic method record · regression-model / econometrics

Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Springer. · ISBN 978-3030538002
Mundlak, Y. (1978). On the pooling of time series and cross section data. Econometrica, 46(1), 69–85. · DOI 10.2307/1913646

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Related methods

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Taxonomic bucketArellano-Bond GMM estimatormachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDynamic Panel Data Modelmachine-suggested · Relational suggestion, not evidence.Same method familyOLS Regressionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Data Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketPanel Hausman Testmachine-suggested · Relational suggestion, not evidence.