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]

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discfrail.pdf |discfrail.html✨
discfrail/json (API)

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

Peer review:

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:

5 exports 1 stars 0.83 score 4 dependencies 8 scripts 141 downloads

Last updated 6 years agofrom:66c426b9d1. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 08 2024
R-4.5-winNOTESep 08 2024
R-4.5-linuxNOTESep 08 2024
R-4.4-winOKSep 08 2024
R-4.4-macOKSep 08 2024
R-4.3-winOKSep 08 2024
R-4.3-macOKSep 08 2024

Exports:nelsonaalen_npdfnpdf_coxsim_npdfsim_weibdfsurvfit_npdf

Dependencies:latticeMatrixnumDerivsurvival

discfrail

Francesca Gasperoni, Christopher Jackson

Rendered fromvignette.Rmdusingknitr::rmarkdown_notangleon Sep 08 2024.

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

Readme and manuals

Help Manual

Help pageTopics
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 modelnelsonaalen_npdf
Cox model for grouped survival data with nonparametric discrete shared frailtiesnpdf_cox
Plot Nelson-Aalen estimates of group-specific cumulative hazard from a nonparametric discrete frailty modelplot.nelsonaalen_npdf
Survival or cumulative hazard curves from a fitted nonparametric discrete frailty modelplot.npdf
Survival or cumulative hazard curves from a nonparametric discrete frailty model chosen by automatic model selectionplot.npdflist
Plot Kaplan-Meier estimates of group-specific cumulative hazard from a nonparametric discrete frailty modelplot.survfit_npdf
Print output from a fitted nonparametric discrete frailty modelprint.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 distributionsim_npdf
Simulation of grouped time-to-event data with Weibull baseline hazard and discrete shared frailty distributionsim_weibdf
Kaplan-Meier estimates of group-specific cumulative hazard from a nonparametric discrete frailty modelsurvfit_npdf
Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailtyweibdata10040
Hierarchical time-to-event data simulated from a Weibull baseline distribution with a nonparametric frailtyweibdata2030