Package: missMethods 0.4.0

missMethods: Methods for Missing Data

Supply functions for the creation and handling of missing data as well as tools to evaluate missing data methods. Nearly all possibilities of generating missing data discussed by Santos et al. (2019) <doi:10.1109/ACCESS.2019.2891360> and some additional are implemented. Functions are supplied to compare parameter estimates and imputed values to true values to evaluate missing data methods. Evaluations of these types are done, for example, by Cetin-Berber et al. (2019) <doi:10.1177/0013164418805532> and Kim et al. (2005) <doi:10.1093/bioinformatics/bth499>.

Authors:Tobias Rockel [aut, cre]

missMethods_0.4.0.tar.gz
missMethods_0.4.0.zip(r-4.7)missMethods_0.4.0.zip(r-4.6)missMethods_0.4.0.zip(r-4.5)
missMethods_0.4.0.tgz(r-4.6-any)missMethods_0.4.0.tgz(r-4.5-any)
missMethods_0.4.0.tar.gz(r-4.7-any)missMethods_0.4.0.tar.gz(r-4.6-any)
missMethods_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
missMethods/json (API)
NEWS

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

Bug tracker:https://github.com/torockel/missmethods/issues

On CRAN:

Conda:

7.15 score 7 stars 4 packages 167 scripts 591 downloads 26 exports 1 dependencies

Last updated from:37e73366e2. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK150
source / vignettesOK217
linux-release-x86_64OK143
macos-release-arm64OK152
macos-oldrel-arm64OK87
windows-develOK95
windows-releaseOK92
windows-oldrelOK78
wasm-releaseOK101

Exports:apply_imputationcount_NAdelete_MAR_1_to_xdelete_MAR_censoringdelete_MAR_one_groupdelete_MAR_rankdelete_MCARdelete_MNAR_1_to_xdelete_MNAR_censoringdelete_MNAR_one_groupdelete_MNAR_rankevaluate_imputation_parametersevaluate_imputed_valuesevaluate_parametersimpute_EMimpute_expected_valuesimpute_hot_deck_in_classesimpute_in_classesimpute_LS_adaptiveimpute_LS_arrayimpute_LS_combinedimpute_LS_geneimpute_meanimpute_medianimpute_modeimpute_sRHD

Dependencies:mvtnorm

Generating missing values

Rendered fromGenerating-missing-values.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2020-09-23
Started: 2020-03-27