Package: medshift
Title: Causal mediation analysis for stochastic interventions
Version: 0.1.4
Authors@R: c(
    person("Nima", "Hejazi", email = "nh@nimahejazi.org",
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0002-7127-2789")),
    person("Iván", "Díaz", email = "ild2005@med.cornell.edu",
           role = c("aut"),
           comment = c(ORCID = "0000-0001-9056-2047")),
    person("Mark", "van der Laan", email = "laan@berkeley.edu",
           role = c("ctb", "ths"),
           comment = c(ORCID = "0000-0003-1432-5511")),
    person("Jeremy", "Coyle", email = "jeremy.coyle@gmail.com",
           role = "ctb",
           comment = c(ORCID = "0000-0002-9874-6649"))
  )
Maintainer: Nima Hejazi <nh@nimahejazi.org>
Description: Estimators of a parameter arising in the decomposition of
        the population intervention (in)direct effect of stochastic
        interventions in causal mediation analysis, including efficient
        one-step, targeted minimum loss (TML), re-weighting (IPW), and
        substitution estimators. The parameter estimated constitutes a
        part of each of the population intervention (in)direct effects.
        These estimators may be used in assessing population
        intervention (in)direct effects under stochastic treatment
        regimes, including incremental propensity score interventions
        and modified treatment policies. The methodology was first
        discussed by I Díaz and NS Hejazi (2020)
        <doi:10.1111/rssb.12362>.
Depends: R (>= 3.2.0)
Imports: R6, uuid, stats, methods, dplyr, tidyr, tibble, data.table,
        assertthat, origami, sl3, tmle3
Suggests: testthat, knitr, rmarkdown, stringr, Rsolnp, nnls, speedglm,
        glmnet, hal9001, xgboost, ranger, mma
Remotes: github::tlverse/sl3@master, github::tlverse/tmle3@master
License: MIT + file LICENSE
URL: https://github.com/nhejazi/medshift
BugReports: https://github.com/nhejazi/medshift/issues
Encoding: UTF-8
VignetteBuilder: knitr
RoxygenNote: 7.1.0
Roxygen: list(markdown = TRUE, old_usage = TRUE, r6 = FALSE)
Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev
        libxml2-dev
Repository: https://ictml-project.r-universe.dev
Date/Publication: 2022-02-01 18:36:26 UTC
RemoteUrl: https://github.com/nhejazi/medshift
RemoteRef: HEAD
RemoteSha: 0ae0572fc5e37a8595b798909057afbc48304236
NeedsCompilation: no
Packaged: 2026-06-15 09:39:49 UTC; root
Author: Nima Hejazi [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-7127-2789>),
  Iván Díaz [aut] (ORCID: <https://orcid.org/0000-0001-9056-2047>),
  Mark van der Laan [ctb, ths] (ORCID:
    <https://orcid.org/0000-0003-1432-5511>),
  Jeremy Coyle [ctb] (ORCID: <https://orcid.org/0000-0002-9874-6649>)