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-any)kmi_0.5.5.zip(r-4.6-any)kmi_0.5.5.zip(r-4.5-any)
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✨
DESCRIPTION
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:

2.98 score 2 stars 1.6k downloads 3 mentions 3 exports 5 dependencies

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

Target	Result	Time
linux-devel	OK	136
source / vignettes	OK	191
linux-release	OK	130
macos-release	OK	86
macos-oldrel	OK	109
windows-devel	OK	92
windows-release	OK	99
windows-oldrel	OK	83
wasm-release	OK	100

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