On Regression Standardization for Moments

Clifford C. Clogg, Scott R. Eliason

Research output: Contribution to journalArticlepeer-review

16 Scopus citations

Abstract

Polynomial regression models can be used to standardize means of endogenous variables for moments of exogenous variables. In other words, standardized means obtained from polynomial models adjust for group differences in location and shape parameters that characterize distributions of exogenous variables. The suggested approach is a natural extension of the conventional method of regression standardization for means (or first moments) of exogenous variables, and it is a more direct analogue to standardization methods used in demography. We also give simple methods that can be used to test the significance of various components of a difference between two means.

Original languageEnglish (US)
Pages (from-to)423-446
Number of pages24
JournalSociological Methods & Research
Volume14
Issue number4
DOIs
StatePublished - May 1986

ASJC Scopus subject areas

  • Social Sciences (miscellaneous)
  • Sociology and Political Science

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