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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 |
| Reference manual: | survivalsurrogate.pdf |
| 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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.