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 minimum loss-based estimation options. More details will be available in the future in: Agniel D and Parast L (2025+). "Robust Evaluation of Longitudinal Surrogate Markers with Censored Data." Journal of the Royal Statistical Society: Series B, In press. A tutorial for this package can be found at <https://www.laylaparast.com/survivalsurrogate>.

Version:	1.0
Depends:	R (≥ 3.5.0)
Imports:	stats, dplyr, magrittr, glue, mlr3, purrr, SparseM, rBeta2009, data.table, utils, rpart
Suggests:	mlr3learners
Published:	2025-05-07
DOI:	10.32614/CRAN.package.survivalsurrogate
Author:	Denis Agniel [aut], Layla Parast [aut, cre]
Maintainer:	Layla Parast <parast at austin.utexas.edu>
License:	GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation:	no
CRAN checks:	survivalsurrogate results

Documentation:

Reference manual:

survivalsurrogate.pdf

Downloads:

Package source:	survivalsurrogate_1.0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): survivalsurrogate_1.0.tgz, r-oldrel (arm64): survivalsurrogate_1.0.tgz, r-release (x86_64): survivalsurrogate_1.0.tgz, r-oldrel (x86_64): survivalsurrogate_1.0.tgz

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