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>.
| Version: | 0.4.0 |
| Imports: | mvtnorm, stats, utils |
| Suggests: | ggplot2, knitr, lpSolve, norm, rmarkdown, testthat (≥ 2.1.0), tibble |
| Published: | 2022-09-16 |
| DOI: | 10.32614/CRAN.package.missMethods |
| Author: | Tobias Rockel [aut, cre] |
| Maintainer: | Tobias Rockel <Rockel.To at gmail.com> |
| BugReports: | https://github.com/torockel/missMethods/issues |
| License: | GPL-3 |
| URL: | https://github.com/torockel/missMethods |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | MissingData |
| CRAN checks: | missMethods results |
| Reference manual: | missMethods.pdf |
| Vignettes: |
Generating-missing-values |
| Package source: | missMethods_0.4.0.tar.gz |
| Windows binaries: | r-devel: missMethods_0.4.0.zip, r-release: missMethods_0.4.0.zip, r-oldrel: missMethods_0.4.0.zip |
| macOS binaries: | r-release (arm64): missMethods_0.4.0.tgz, r-oldrel (arm64): missMethods_0.4.0.tgz, r-release (x86_64): missMethods_0.4.0.tgz, r-oldrel (x86_64): missMethods_0.4.0.tgz |
| Old sources: | missMethods archive |
| Reverse imports: | Indicator, kssa, MCARtest, QoLMiss |
| Reverse suggests: | imputeGeneric |
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