miceafter: Data and Statistical Analyses after Multiple Imputation
Statistical Analyses and Pooling after Multiple Imputation. A large variety of repeated statistical analysis can be performed and finally pooled. Statistical analysis that are available are, among others, Levene's test, Odds and Risk Ratios, One sample proportions, difference between proportions and linear and logistic regression models. Functions can also be used in combination with the Pipe operator. More and more statistical analyses and pooling functions will be added over time. Heymans (2007) <doi:10.1186/1471-2288-7-33>. Eekhout (2017) <doi:10.1186/s12874-017-0404-7>. Wiel (2009) <doi:10.1093/biostatistics/kxp011>. Marshall (2009) <doi:10.1186/1471-2288-9-57>. Sidi (2021) <doi:10.1080/00031305.2021.1898468>. Lott (2018) <doi:10.1080/00031305.2018.1473796>. Grund (2021) <doi:10.31234/osf.io/d459g>.
| Version: | 0.5.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | survival (≥ 3.1-12), pROC (≥ 1.16.2), rms (≥ 6.1-0), mice (≥ 3.12.0), mitml (≥ 0.3-7), mitools (≥ 2.4), dplyr (≥ 1.0.2), purrr (≥ 0.3.4), tidyr (≥ 1.1.2), tibble (≥ 3.0.4), stringr (≥ 1.4.0), car (≥ 3.0-10), rlang, magrittr |
| Suggests: | foreign (≥ 0.8-80), knitr, rmarkdown, testthat (≥ 3.0.0), bookdown, readr |
| Published: | 2022-10-02 |
| DOI: | 10.32614/CRAN.package.miceafter |
| Author: | Martijn Heymans |
| Maintainer: | Martijn Heymans <mw.heymans at amsterdamumc.nl> |
| BugReports: | https://github.com/mwheymans/miceafter/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://mwheymans.github.io/miceafter/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | MissingData |
| CRAN checks: | miceafter results |
Documentation:
| Reference manual: | miceafter.pdf |
| Vignettes: |
Pooling Levene's test statistic Pooling C-index of Logistic and Cox Regression Models mice and miceafter for Regression modelling |
Downloads:
| Package source: | miceafter_0.5.0.tar.gz |
| Windows binaries: | r-devel: miceafter_0.5.0.zip, r-release: miceafter_0.5.0.zip, r-oldrel: miceafter_0.5.0.zip |
| macOS binaries: | r-release (arm64): miceafter_0.5.0.tgz, r-oldrel (arm64): miceafter_0.5.0.tgz, r-release (x86_64): miceafter_0.5.0.tgz, r-oldrel (x86_64): miceafter_0.5.0.tgz |
| Old sources: | miceafter archive |
Linking:
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