Package: discfrail 0.1

discfrail: Cox Models for Time-to-Event Data with Nonparametric Discrete Group-Specific Frailties

Functions for fitting Cox proportional hazards models for grouped time-to-event data, where the shared group-specific frailties have a discrete nonparametric distribution. There are also functions for simulating from these models, and from similar models with a parametric baseline survival function.

Authors:Francesca Gasperoni [aut, cre], Christopher Jackson [aut]

discfrail_0.1.tar.gz
discfrail_0.1.zip(r-4.7-any)discfrail_0.1.zip(r-4.6-any)discfrail_0.1.zip(r-4.5-any)
discfrail_0.1.tgz(r-4.6-any)discfrail_0.1.tgz(r-4.5-any)
discfrail_0.1.tar.gz(r-4.7-any)discfrail_0.1.tar.gz(r-4.6-any)
discfrail_0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
discfrail/json (API)

# Install 'discfrail' in R:

install.packages('discfrail', repos = c('https://fgaspe04.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fgaspe04/discfrail/issues

Datasets:

weibdata10040 - Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailty
weibdata2030 - Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailty

On CRAN:

3.00 score 1 stars 8 scripts 328 downloads 5 exports 4 dependencies

Last updated from:66c426b9d1. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	NOTE	127
source / vignettes	OK	191
linux-release	NOTE	127
macos-release	NOTE	154
macos-oldrel	NOTE	173
windows-devel	NOTE	106
windows-release	NOTE	87
windows-oldrel	NOTE	85
wasm-release	OK	97

Exports:nelsonaalen_npdf npdf_cox sim_npdf sim_weibdf survfit_npdf

Dependencies:lattice Matrix numDeriv survival

discfrail

Rendered fromvignette.Rmdusingknitr::rmarkdown_notangle

Last update: 2019-02-22
Started: 2018-12-02

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
discfrail: Cox Models for Time-to-Event Data with Nonparametric Discrete Group-Specific Frailties.	discfrail-package discfrail _PACKAGE
Nelson-Aalen estimates of group-specific cumulative hazard from a nonparametric discrete frailty model	nelsonaalen_npdf
Cox model for grouped survival data with nonparametric discrete shared frailties	npdf_cox
Plot Nelson-Aalen estimates of group-specific cumulative hazard from a nonparametric discrete frailty model	plot.nelsonaalen_npdf
Survival or cumulative hazard curves from a fitted nonparametric discrete frailty model	plot.npdf
Survival or cumulative hazard curves from a nonparametric discrete frailty model chosen by automatic model selection	plot.npdflist
Plot Kaplan-Meier estimates of group-specific cumulative hazard from a nonparametric discrete frailty model	plot.survfit_npdf
Print output from a fitted nonparametric discrete frailty model	print.npdf
Print output from a nonparametric discrete frailty modelling procedure with automatic model selection.	print.npdflist
Simulation of grouped time-to-event data with nonparametric baseline hazard and discrete shared frailty distribution	sim_npdf
Simulation of grouped time-to-event data with Weibull baseline hazard and discrete shared frailty distribution	sim_weibdf
Kaplan-Meier estimates of group-specific cumulative hazard from a nonparametric discrete frailty model	survfit_npdf
Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailty	weibdata10040
Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailty	weibdata2030