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Multiple Imputation for Informative Censoring. This package implements two methods. Gamma Imputation described in <doi:10.1002/sim.6274> and Risk Score Imputation described in <doi:10.1002/sim.3480>.
| Version: | 0.3.6 |
| Depends: | R (≥ 3.1.2), survival (≥ 2.36-1) |
| Imports: | boot, dplyr (≥ 0.4.3), parallel |
| Suggests: | knitr, testthat |
| Published: | 2023-06-05 |
| DOI: | 10.32614/CRAN.package.InformativeCensoring |
| Author: | David Ruau [aut], Nikolas Burkoff [aut], Jonathan Bartlett [aut, cre], Dan Jackson [aut], Edmund Jones [aut], Martin Law [aut], Paul Metcalfe [aut] |
| Maintainer: | Jonathan Bartlett <jonathan.bartlett1 at lshtm.ac.uk> |
| License: | GPL-2 | GPL-3 | file LICENSE [expanded from: GPL (≥ 2) | file LICENSE] |
| URL: | https://github.com/jwb133/InformativeCensoring |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | MissingData, Survival |
| CRAN checks: | InformativeCensoring results |
| Reference manual: | InformativeCensoring.pdf |
| Vignettes: |
Multiple imputation when relaxing independent censoring assumption tutorial (Jackson 2014) Risk Score Imputation tutorial (Hsu 2009) |
| Package source: | InformativeCensoring_0.3.6.tar.gz |
| Windows binaries: | r-devel: InformativeCensoring_0.3.6.zip, r-release: InformativeCensoring_0.3.6.zip, r-oldrel: InformativeCensoring_0.3.6.zip |
| macOS binaries: | r-release (arm64): InformativeCensoring_0.3.6.tgz, r-oldrel (arm64): InformativeCensoring_0.3.6.tgz, r-release (x86_64): InformativeCensoring_0.3.6.tgz, r-oldrel (x86_64): InformativeCensoring_0.3.6.tgz |
| Old sources: | InformativeCensoring archive |
| Reverse imports: | ThresholdROCsurvival |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.