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-4.5)missMethods_0.4.0.zip(r-4.4)missMethods_0.4.0.zip(r-4.3)
missMethods_0.4.0.tgz(r-4.5-any)missMethods_0.4.0.tgz(r-4.4-any)missMethods_0.4.0.tgz(r-4.3-any)
missMethods_0.4.0.tar.gz(r-4.5-noble)missMethods_0.4.0.tar.gz(r-4.4-noble)
missMethods_0.4.0.tgz(r-4.4-emscripten)missMethods_0.4.0.tgz(r-4.3-emscripten)
missMethods.pdf |missMethods.html
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:

6.98 score 7 stars 4 packages 113 scripts 686 downloads 26 exports 1 dependencies

Last updated 2 years agofrom:37e73366e2. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 12 2025
R-4.5-winOKFeb 12 2025
R-4.5-macOKFeb 12 2025
R-4.5-linuxOKFeb 12 2025
R-4.4-winOKFeb 12 2025
R-4.4-macOKFeb 12 2025
R-4.3-winOKFeb 12 2025
R-4.3-macOKFeb 12 2025

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 Feb 12 2025.

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