Package: kmi 0.5.5

kmi: Kaplan-Meier Multiple Imputation for the Analysis of Cumulative Incidence Functions in the Competing Risks Setting

Performs a Kaplan-Meier multiple imputation to recover the missing potential censoring information from competing risks events, so that standard right-censored methods could be applied to the imputed data sets to perform analyses of the cumulative incidence functions (Allignol and Beyersmann, 2010 <doi:10.1093/biostatistics/kxq018>).

Authors:Arthur Allignol <[email protected]>

kmi_0.5.5.tar.gz
kmi_0.5.5.zip(r-4.7)kmi_0.5.5.zip(r-4.6)kmi_0.5.5.zip(r-4.5)
kmi_0.5.5.tgz(r-4.6-any)kmi_0.5.5.tgz(r-4.5-any)
kmi_0.5.5.tar.gz(r-4.7-any)kmi_0.5.5.tar.gz(r-4.6-any)
kmi_0.5.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
kmi/json (API)

# Install 'kmi' in R:

install.packages('kmi', repos = c('https://aallignol.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/aallignol/kmi/issues

Datasets:

icu.pneu - Hospital acquired penumonia in ICU

On CRAN:

3.77 score 2 stars 23 scripts 4.3k downloads 3 mentions 3 exports 5 dependencies

Last updated from:16803c9763. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	132
source / vignettes	OK	134
linux-release-x86_64	OK	120
macos-release-arm64	OK	137
macos-oldrel-arm64	OK	133
windows-devel	OK	81
windows-release	OK	100
windows-oldrel	OK	105
wasm-release	OK	90

Exports:cox.kmi kmi summary.cox.kmi

Dependencies:DBI lattice Matrix mitools survival

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Cox proportional hazards model applied to imputed data sets	cox.kmi
Hospital acquired penumonia in ICU	icu.pneu
Kaplan-Meier Multiple Imputation for Competing Risks	kmi
Print method for cox.kmi objects	print.cox.kmi
Print method for summary.cox.kmi objects	print.summary.cox.kmi
Summary method for cox.kmi objects	summary.cox.kmi