Obtain multiple imputation inference for univariate regression models
mifit [, indiv] : [xi :] estimation command
where estimation command may be one of
regress, sqreg, logit, probit, clogit, cprobit, ologit, oprobit, logistic, glm, poisson, svymean, svyreg, svylogit, svyprobit, svypois, xtgee
followed by standard arguments and options for that command.
Description
mifit carries out estimation command to each of the miset datasets and then computes multiple-imputation point estimates of the regression parameters and associated overall variance estimates. Confidence intervals for the estimated model parameters are also given.
Options
indiv causes an estimation result to be output for each of the miset datasets. The default is that only overall estimation results are displayed.
In principle, any options of the original estimation command can be passed along to mifit.
Remarks
The xi prefix command can be used in the usual way within mifit to create dummy variables and interaction terms.
Examples
. mifit : glm drkfre sex mmetro austrn, family(pois) . mifit, indiv : xi : svyreg cistot i.wave*age, strata(id)
Authors
Ning Li, Philip Greenwood, and John Carlin, Clinical Epidemiology & Biostatistics Unit, Murdoch Research Institute and University of Melbourne. Email: jbcarlin@unimelb.edu.au
Also see
Online: help for miset, miappend, mimerge, misave, mido, mici, milincom, mireset