howManyImputations (version 0.2.5)

Calculate How many Imputations are Needed for Multiple Imputation

Description

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) .

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Install

install.packages('howManyImputations')

Monthly Downloads

244

Version

0.2.5

License

MIT + file LICENSE

Maintainer

Josh Errickson

Last Published

March 15th, 2024

Functions in howManyImputations (0.2.5)

how_many_imputations

Implements two-stage "how_many_imputations" from von Hippel (2020)