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Heteroskedasticity‐Robust Standard Errors for Fixed Effects Panel Data Regression
Authors:James H. Stock  Mark W. Watson
Abstract:The conventional heteroskedasticity‐robust (HR) variance matrix estimator for cross‐sectional regression (with or without a degrees‐of‐freedom adjustment), applied to the fixed‐effects estimator for panel data with serially uncorrelated errors, is inconsistent if the number of time periods T is fixed (and greater than 2) as the number of entities n increases. We provide a bias‐adjusted HR estimator that is ‐consistent under any sequences (n, T) in which n and/or T increase to ∞. This estimator can be extended to handle serial correlation of fixed order.
Keywords:White standard errors  longitudinal data  clustered standard errors
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