Package: survivalsurrogate
Type: Package
Title: Evaluate a Longitudinal Surrogate with a Censored Outcome
Version: 1.0
Date: 2025-05-05
Authors@R: c(person("Denis", "Agniel", email = "dagniel@rand.org", role = c("aut")), person("Layla", "Parast", email = "parast@austin.utexas.edu", role = c("aut", "cre")))
Description: 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>.
License: GPL
Imports: stats, dplyr, magrittr, glue, mlr3, purrr, SparseM, rBeta2009,
        data.table, utils, rpart
Suggests: mlr3learners
NeedsCompilation: no
Packaged: 2025-05-05 21:54:29 UTC; parastlm
Author: Denis Agniel [aut],
  Layla Parast [aut, cre]
Maintainer: Layla Parast <parast@austin.utexas.edu>
Depends: R (>= 3.5.0)
Repository: CRAN
Date/Publication: 2025-05-07 10:10:02 UTC
