Combines multiple runs of
amelia with the same
arguments and data into one
one or more objects of class
ameliabind will combine multiple runs of
amelia into one
object so that you can utilize diagnostics and modelling on all the
imputations together. This function is useful for combining multiple
amelia run on parallel machines.
ameliabind only checks that they arguments and the
missingness matrix are identical. Thus, it could be fooled by two
datasets that are identical up to a transformation of one variable.
An object of class
data(africa) a1.out <- amelia(x = africa, cs = "country", ts = "year", logs = "gdp_pc") a2.out <- amelia(x = africa, cs = "country", ts = "year", logs = "gdp_pc") all.out <- ameliabind(a1.out, a2.out) summary(all.out) plot(all.out)
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