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-4.4-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'))

Peer review:

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

On CRAN:

6.95 score 7 stars 4 packages 107 scripts 732 downloads 26 exports 1 dependencies

Last updated 2 years agofrom:37e73366e2. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winOKNov 14 2024
R-4.5-linuxOKNov 14 2024
R-4.4-winOKNov 14 2024
R-4.4-macOKNov 14 2024
R-4.3-winOKNov 14 2024
R-4.3-macOKNov 14 2024

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 Nov 14 2024.

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