DOMIN: Stata module to conduct dominance analysis

Joseph Luchman ()

Statistical Software Components from Boston College Department of Economics

Abstract: domin conducts dominance analysis (Budescu, 1993; Psychological Bulletin) which computes general, conditional statistics, as well as complete dominance designations for a user supplied regression model. All dominance analysis statistics are to evaluate a variable's relative importance in reducing prediction error in the prediction of some (set of) dependent variable(s). Includes 4 wrapper modules to conduct multivariate and linear mixed effect regression dominance analysis, to accommodate official and user-contributed postestimation commands that compute fit statistics, and to accommodate multiply imputed data.

Language: Stata
Requires: Stata version 16
Keywords: dominance; decomposition; relative importance; relative weights; shapley values (search for similar items in EconPapers)
Date: 2013-04-13, Revised 2025-01-07
Note: This module should be installed from within Stata by typing "ssc install domin". 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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Citations: View citations in EconPapers (1)

Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/d/domin.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/domin.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/d/dominance.mata program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/domme.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/domme.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/f/fitdom.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/f/fitdom.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mi_dom.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mi_dom.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mixdom.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mixdom.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mvdom.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/m/mvdom.sthlp help file (text/plain)

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