Hello,
I'm using Amelia to impute data and Clarify to run regressions on the
five imputed datasets produced by Amelia. Clarify does not produce
the stats. for model fit (I'm particularly interested in R2, Adj. R2,
and F). Up to this point, I've been using Stata's regular regression
command (outside of Clarify) to generate the same regression on all
five imputed datasets to get these values, which I then average over
the five sets of results to get the overall figures for the MI
results. But if there are lots of regressions, this is pretty time
consuming.
Has anyone out there written any code to automate this procedure in
Stata? (I don't have a lot of programming experience.) If so, would
you be willing to share it?
Thanks,
Strom
--
Strom C. Thacker
Susan Louise Dyer Peace Fellow
Hoover Institution
Stanford University
Stanford, CA 94305-6010
650-725-3432
650-723-1687 (fax)
sthacker(a)bu.edu
http://www.bu.edu/sthacker
--
Clarify mailing list served by Harvard-MIT Data Center
[Un]Subscribe/View Archive: http://lists.hmdc.harvard.edu/?info=clarify
Hello,
I'm using Amelia to impute data and Clarify to run regressions on the
five imputed datasets produced by Amelia. Clarify does not produce
the stats. for model fit (I'm particularly interested in R2, Adj. R2,
and F). Up to this point, I've been using Stata's regular regression
command (outside of Clarify) to generate the same regression on all
five imputed datasets to get these values, which I then average over
the five sets of results to get the overall figures for the MI
results. But if there are lots of regressions, this is pretty time
consuming.
Has anyone out there written any code to automate this procedure in
Stata? (I don't have a lot of programming experience.) If so, would
you be willing to share it?
Thanks,
Strom
--
Strom C. Thacker
Susan Louise Dyer Peace Fellow
Hoover Institution
Stanford University
Stanford, CA 94305-6010
650-725-3432
650-723-1687 (fax)
sthacker(a)bu.edu
http://www.bu.edu/sthacker
--
Clarify mailing list served by Harvard-MIT Data Center
[Un]Subscribe/View Archive: http://lists.hmdc.harvard.edu/?info=clarify
