Package: dpasurv 0.1.0

dpasurv: Dynamic Path Analysis of Survival Data via Aalen's Additive Hazards Model

Dynamic path analysis with estimation of the corresponding direct, indirect, and total effects, based on Fosen et al., (2006) <doi:10.1007/s10985-006-9004-2>. The main outcome of interest is a counting process from survival analysis (or recurrent events) data. At each time of event, ordinary linear regression is used to estimate the relation between the covariates, while Aalen's additive hazard model is used for the regression of the counting process on the covariates.

Authors:Novartis Pharma AG [cph], Matthias Kormaksson [aut, cre], Susanne Strohmaier [aut], Markus Lange [aut], David Demanse [aut]

dpasurv_0.1.0.tar.gz
dpasurv_0.1.0.zip(r-4.7-any)dpasurv_0.1.0.zip(r-4.6-any)dpasurv_0.1.0.zip(r-4.5-any)
dpasurv_0.1.0.tgz(r-4.6-any)dpasurv_0.1.0.tgz(r-4.5-any)
dpasurv_0.1.0.tar.gz(r-4.7-any)dpasurv_0.1.0.tar.gz(r-4.6-any)
dpasurv_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dpasurv/json (API)

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

Pkgdown/docs site:https://opensource.nibr.com

Datasets:

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.41 score 26 scripts 228 downloads 10 exports 44 dependencies

Last updated from:7884165d16. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK160
source / vignettesOK330
linux-release-x86_64OK213
macos-release-arm64OK95
macos-oldrel-arm64OK103
windows-develOK102
windows-releaseOK100
windows-oldrelOK146
wasm-releaseOK134

Exports:add.ciAregcheck.dagdpaeffectfind.variablesget.metaggplot.effectMregSurv

Dependencies:clicodetoolscpp11digestdplyrfarverfuturefuture.applygenericsggplot2globalsgluegtableisobandlabelinglatticelavalifecyclelistenvmagrittrMatrixnumDerivparallellypillarpkgconfigprogressrpurrrR6RColorBrewerrlangS7scalesSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimeregutf8vctrsviridisLitewithr

ggplot plotting functionality
Load data and run analysis | Basic plotting functionality | Single arm | Multiple arm
Rendered fromggplot_demo.Rmdusingknitr::rmarkdown

Last update: 2024-09-03
Started: 2024-09-03

The dpasurv package
1. Introduction | 2. Methods | Dynamic path analysis | Direct, indirect and total effects | Estimation and inference | 3. Getting started with dpasurv | Simulated data set | Implementation in a nutshell | 4. Simulated Use Case | Look at the data | Explore output of Aalen's additive model | Plot the direct, indirect, and total effects
Rendered fromdpa.Rmdusingknitr::rmarkdown

Last update: 2024-09-03
Started: 2024-09-03