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Article
Regression Anatomy, Revealed
The Stata Journal (2011)
  • Valerio Filoso, University of Naples Federico II
Abstract
The Regression Anatomy (RA) theorem (Angrist and Pischke 2009) is an alternative formulation of the Frisch-Waugh-Lovell (FWL) theorem (Frisch and Waugh 1933; Lovell 1963), a key finding in the algebra of OLS multiple regression models. In this paper, we present a command, reganat, to implement graphically the method of RA. This addition complements the built-in Stata command avplot in the validation of linear models, producing bidimensional scatterplots and regression lines obtained controlling for the other covariates, along with sev- eral fine-tuning options. Moreover, the article provides (1) a fully worked-out proof of the RA theorem and (2) an explanation of how the RA and FWL theorems relate to partial and semipartial correlations, whose coefficients are informative when evaluating relevant variables in a linear regression model.
Keywords
  • Frisch-Waugh-Lovell Theorem,
  • Linear Models
Publication Date
2011
Citation Information
Valerio Filoso. "Regression Anatomy, Revealed" The Stata Journal (2011)
Available at: http://works.bepress.com/valerio_filoso/7/