Package: survivalsurrogate 1.1

survivalsurrogate: Evaluate a Longitudinal Surrogate with a Censored Outcome

Provides influence function-based methods to evaluate a longitudinal surrogate marker in a censored time-to-event outcome setting, with plug-in and targeted maximum likelihood estimation options. Details are described in: Agniel D and Parast L (2025). "Robust Evaluation of Longitudinal Surrogate Markers with Censored Data." Journal of the Royal Statistical Society: Series B <doi:10.1093/jrsssb/qkae119>. A tutorial for this package can be found at <https://www.laylaparast.com/survivalsurrogate> and a Shiny App implementing the package can be found at <https://parastlab.shinyapps.io/survivalsurrogateApp/>.

Authors:Denis Agniel [aut], Layla Parast [aut, cre]

survivalsurrogate_1.1.tar.gz
survivalsurrogate_1.1.zip(r-4.7-any)survivalsurrogate_1.1.zip(r-4.6-any)survivalsurrogate_1.1.zip(r-4.5-any)
survivalsurrogate_1.1.tgz(r-4.6-any)survivalsurrogate_1.1.tgz(r-4.5-any)
survivalsurrogate_1.1.tar.gz(r-4.7-any)survivalsurrogate_1.1.tar.gz(r-4.6-any)
survivalsurrogate_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
DESCRIPTION
card.svg |card.png
survivalsurrogate/json (API)

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

On CRAN:

Conda:

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

1.00 score 2 scripts 227 downloads 5 exports 41 dependencies

Last updated from:a71027dcd6. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK150
source / vignettesOK169
linux-release-x86_64OK134
macos-release-arm64OK89
macos-oldrel-arm64OK87
windows-develOK96
windows-releaseOK97
windows-oldrelOK98
wasm-releaseOK108

Exports:estimate_Rplugin_deltaplugin_delta_stmle_deltatmle_delta_s

Dependencies:backportscheckmateclicodetoolsdata.tabledigestdplyrevaluatefuturefuture.applygenericsglobalsgluelgrlifecyclelistenvmagrittrmiraimlbenchmlr3mlr3measuresmlr3miscnanonextpalmerpenguinsparadoxparallellypillarpkgconfigPRROCpurrrR6rBeta2009rlangrpartSparseMtibbletidyselectutf8uuidvctrswithr