InformativeCensoring: Multiple Imputation for Informative Censoring

Multiple Imputation for Informative Censoring. This package implements two methods. Gamma Imputation from Jackson et al. (2014) <DOI:10.1002/sim.6274> and Risk Score Imputation from Hsu et al. (2009) <DOI:10.1002/sim.3480>.

AuthorDavid Ruau [aut], Nikolas Burkoff [aut], Jonathan Bartlett [aut, cre], Dan Jackson [aut], Edmund Jones [aut], Martin Law [aut], Paul Metcalfe [aut]
Date of publication2016-08-11 18:40:16
MaintainerJonathan Bartlett <jonathan.bartlett1@astrazeneca.com>
LicenseGPL (>= 2) | file LICENSE
Version0.3.4
https://github.com/scientific-computing-solutions/InformativeCensoring

View on CRAN

Functions

col.headings Man page
cox.zph Man page
ExtractSingle Man page
ExtractSingle.GammaImputedSet Man page
ExtractSingle.GammaStatList Man page
ExtractSingle.ScoreImputedSet Man page
ExtractSingle.ScoreStatList Man page
gammaImpute Man page
GammaImputedData.object Man page
GammaImputedSet.object Man page
GammaStatList.object Man page
GammaStat.object Man page
ImputeStat Man page
ImputeStat.GammaImputedData Man page
ImputeStat.GammaImputedSet Man page
ImputeStat.ScoreImputedSet Man page
InformativeCensoring Man page
InformativeCensoring-package Man page
MakeTimeDepScore Man page
NN.options Man page
ScoreImpute Man page
ScoreImputedData.object Man page
ScoreImputedSet.object Man page
ScoreInd Man page
ScoreStatList.object Man page
ScoreStat.object Man page
ScoreStatSet Man page
ScoreStatSet.object Man page
ScoreTD.object Man page
ScoreTimeDep Man page
summary.ScoreStatSet Man page
summary.ScoreStatSet.object Man page

Files

InformativeCensoring
InformativeCensoring/inst
InformativeCensoring/inst/doc
InformativeCensoring/inst/doc/gamma_imputation_Jackson_2014.R
InformativeCensoring/inst/doc/risk_score_imputation_Hsu_2009.Rnw
InformativeCensoring/inst/doc/risk_score_imputation_Hsu_2009.pdf
InformativeCensoring/inst/doc/risk_score_imputation_Hsu_2009.R
InformativeCensoring/inst/doc/gamma_imputation_Jackson_2014.Rnw
InformativeCensoring/inst/doc/gamma_imputation_Jackson_2014.pdf
InformativeCensoring/inst/validation
InformativeCensoring/inst/validation/score.R
InformativeCensoring/inst/validation/jackson_simulation.Rmd
InformativeCensoring/inst/validation/jackson_simulation.pdf
InformativeCensoring/tests
InformativeCensoring/tests/system_description.Rnw
InformativeCensoring/tests/testthat.R
InformativeCensoring/tests/testthat
InformativeCensoring/tests/testthat/test-internalGamma.R
InformativeCensoring/tests/testthat/test-gammaImputedata.R
InformativeCensoring/tests/testthat/parallel.R
InformativeCensoring/tests/testthat/test-validation.R
InformativeCensoring/tests/testthat/gamma_test.rda
InformativeCensoring/tests/testthat/test-scoreStatSet.R
InformativeCensoring/tests/testthat/generate_test_data_gamma.R
InformativeCensoring/tests/testthat/test-scoreExtract.R
InformativeCensoring/tests/testthat/test-scoreStat.R
InformativeCensoring/tests/testthat/test-options.R
InformativeCensoring/tests/testthat/test-scoreSystem.R
InformativeCensoring/tests/testthat/test-timedependent.R
InformativeCensoring/tests/testthat/test-gammaStat.R
InformativeCensoring/tests/testthat/test-validationGamma.R
InformativeCensoring/tests/testthat/test-internalScore.R
InformativeCensoring/NAMESPACE
InformativeCensoring/data
InformativeCensoring/data/ScoreTimeDep.rda
InformativeCensoring/data/ScoreInd.rda
InformativeCensoring/R
InformativeCensoring/R/scoreImputedSet.R InformativeCensoring/R/parallel.R InformativeCensoring/R/gammaStat.R InformativeCensoring/R/timedependent.R InformativeCensoring/R/validationGamma.R InformativeCensoring/R/InformativeCensoring-package.R InformativeCensoring/R/validation.R InformativeCensoring/R/generics.R InformativeCensoring/R/scoreImputedData.R InformativeCensoring/R/dataDescription.R InformativeCensoring/R/scoreStat.R InformativeCensoring/R/internalGamma.R InformativeCensoring/R/internalScore.R InformativeCensoring/R/scoreStatSet.R InformativeCensoring/R/options.R InformativeCensoring/R/gammaImputeData.R InformativeCensoring/R/tests.R
InformativeCensoring/vignettes
InformativeCensoring/vignettes/risk_score_imputation_Hsu_2009.Rnw
InformativeCensoring/vignettes/bibliography.bib
InformativeCensoring/vignettes/gamma_imputation_Jackson_2014.Rnw
InformativeCensoring/README.md
InformativeCensoring/MD5
InformativeCensoring/build
InformativeCensoring/build/vignette.rds
InformativeCensoring/DESCRIPTION
InformativeCensoring/man
InformativeCensoring/man/InformativeCensoring-package.Rd InformativeCensoring/man/GammaStat.object.Rd InformativeCensoring/man/GammaImputedData.object.Rd InformativeCensoring/man/gammaImpute.Rd InformativeCensoring/man/summary.ScoreStatSet.Rd InformativeCensoring/man/ScoreImputedData.object.Rd InformativeCensoring/man/ScoreStatList.object.Rd InformativeCensoring/man/NN.options.Rd InformativeCensoring/man/ImputeStat.Rd InformativeCensoring/man/ScoreStatSet.object.Rd InformativeCensoring/man/MakeTimeDepScore.Rd InformativeCensoring/man/ScoreInd.Rd InformativeCensoring/man/ScoreTD.object.Rd InformativeCensoring/man/col.headings.Rd InformativeCensoring/man/ScoreStatSet.Rd InformativeCensoring/man/ScoreStat.object.Rd InformativeCensoring/man/ScoreImputedSet.object.Rd InformativeCensoring/man/ExtractSingle.Rd InformativeCensoring/man/cox.zph.Rd InformativeCensoring/man/ScoreTimeDep.Rd InformativeCensoring/man/GammaImputedSet.object.Rd InformativeCensoring/man/ScoreImpute.Rd InformativeCensoring/man/GammaStatList.object.Rd
InformativeCensoring/LICENSE

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