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ESIZEREG: Stata module for calculating effect size based on a k-level linear regression coefficient

Author

Listed:
  • Ariel Linden

    (Linden Consulting Group, LLC)

Programming Language

Abstract

esizereg works with a categorical coef_name of 2 or more levels and reports an omnibus Cohen's f, the weighted root-mean-square of each level's standardized distance from the adjusted grand (pooled) mean, and a per-level table of Cohen's d or Hedges's g comparing each level's adjusted mean to the adjusted grand mean, each with a noncentral-t-based confidence interval. esizereg also reports an equivalent eta-squared for Cohen's f, and with the pwcompare option, esizereg additionally reports Cohen's d/Hedges's g, with confidence intervals, for every pairwise comparison among the levels of coef_name.

Suggested Citation

  • Ariel Linden, 2019. "ESIZEREG: Stata module for calculating effect size based on a k-level linear regression coefficient," Statistical Software Components S458607, Boston College Department of Economics, revised 20 Aug 2026.
  • Handle: RePEc:boc:bocode:s458607
    Note: This module should be installed from within Stata by typing "ssc install esizereg". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
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    File URL: http://fmwww.bc.edu/repec/bocode/e/esizereg.ado
    File Function: program code
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    File URL: http://fmwww.bc.edu/repec/bocode/e/esizereg.sthlp
    File Function: help file
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    File URL: http://fmwww.bc.edu/repec/bocode/e/esizeregi.ado
    File Function: program code
    Download Restriction: no

    File URL: http://fmwww.bc.edu/repec/bocode/e/esizeregi.sthlp
    File Function: help file
    Download Restriction: no
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