Package: howManyImputations 0.2.6.9001

howManyImputations: 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) <doi:10.1177/0049124117747303>.

Authors:Josh Errickson [aut, cre]

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howManyImputations.pdf |howManyImputations.html✨
howManyImputations/json (API)
NEWS

# Install 'howManyImputations' in R:
install.packages('howManyImputations', repos = c('https://josherrickson.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/josherrickson/howmanyimputations/issues

Pkgdown site:https://errickson.net

On CRAN:

Conda:

4.30 score 8 stars 9 scripts 365 downloads 2 exports 63 dependencies

Last updated 2 months agofrom:99a24d24f9. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 16 2025
R-4.5-winOKFeb 16 2025
R-4.5-macOKFeb 16 2025
R-4.5-linuxOKFeb 16 2025
R-4.4-winOKFeb 16 2025
R-4.4-macOKFeb 16 2025
R-4.3-winOKFeb 16 2025
R-4.3-macOKFeb 16 2025

Exports:how_many_imputationshowManyImputations

Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrfansiforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppEigenRdpackreadrreformulasrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr