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The Frisch--Waugh--Lovell Theorem for Standard Errors

14 September 2020
Peng Ding
ArXiv (abs)PDFHTML
Abstract

The Frisch--Waugh--Lovell Theorem states the equivalence of the coefficients from the full and partial regressions. I further show the equivalence between various standard errors. Applying the new result to stratified experiments reveals the discrepancy between model-based and design-based standard errors.

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