*! version 0.0.1 January 12, 2024 J. N. Luchman
help mi_dom

Title

Wrapper program for domin to obtain multiply imputed fit statistics

Syntax

mi_dom depvar indepvars if [weight] ,
reg_mi(command, command_options)
fitstat_mi(scalar)
[MIOpt(string)]

Factor and time series variables are allowed for commands in reg_mi()
that accept them. aweight, iweights, pweights, and fweights are also allowed
(see help weights) for commands in reg_mi() that accept them.

Description

mi_dom adds an additional layer to domin in which the user calls the mi_dom program in
domin and the mi_dom program runs the mi estimate compatible command in reg_mi(),
saves results for all multiply imputed datasets, and then averages them before submitting them as
e(fitstat) for use in the dominance analysis.

This wrapper command is a replacement for the built in mi in domin versions prior to 3.5 and is
intended to add flexiblity to how domin can accommodate multiply imputed data. See Example #10 in the
domin helpfile for an example of mi_dom in use.

Options

reg_mi() is the contents of the reg() option that would normally be supplied to domin.

fitstat_mi() is the contents of the fitstat() option that would normally be supplied
to domin.

miopts() are the options passed to mi estimate that will be filled in prior to the colon.
This produces a command structure like mi estimate, miopts: reg_mi for each run of the command in
reg_mi().

Saved results

mi_dom saves the following results to e():

scalars

e(fitstat) The value of the fit statistic called by postestimation

macros

e(title) Adds "Mulltiply Imputed:" to the e(title) of the command in reg_mi()

functions

e(sample) marks estimation sample

Author

Joseph N. Luchman

Research Fellow

Fors Marsh

Arlington, VA

jluchman@forsmarsh.com