Calculate How many Imputations are Needed for Multiple Imputation

When performing multiple imputations, while 5-10 imputations are sufficient for obtaining point estimates, a larger number of imputations are needed for proper standard error estimates. This package allows you to calculate how many imputations are needed, following the work of von Hippel (2020) .


Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("howManyImputations")

0.2.6 by Josh Errickson, 2 months ago


https://errickson.net/howManyImputations/


Report a bug at https://github.com/josherrickson/howManyImputations/issues/


Browse source code at https://github.com/cran/howManyImputations


Authors: Josh Errickson [aut, cre]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports methods, stats, mice

Suggests roxygen2, jomo, Amelia, mitools, testthat


See at CRAN