[R] Rubin's rules of multiple imputation
Hans W Borchers
hwborchers at googlemail.com
Mon Jan 31 13:27:14 CET 2011
Joe P King <jp <at> joepking.com> writes:
> Hello all, if I have multiple imputed data sets, is there a command or
> function in R in any package you know of to combine those, I know one common
> MI approach is rubins rules, is there a way to do this using his rules or
> others? I know theres ways, like using Amelia from Gary King's website to
> create the imputed data sets, but how to make them into one or combine them
> for analysis.
On Gary King's page you can find the following hint:
"To automatically combine multiply imputed data sets: in R see Zelig; ..."
and on CRAN there are the packages
norm: Analysis of multivariate normal datasets with missing values,
based on routines described in Chapter 5 of Schafer (1997a).
amelia: Amelia II: A Program for Missing Data
> Joe King, M.A.
> Ph.D. Student
> University of Washington - Seattle
> <mailto:jp <at> joepking.com> jp <at> joepking.com
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