DESCRIPTION

Package: tmle3shift
Title: Targeted Maximum Likelihood Estimation of the Effects of Stochastic Shift
  Interventions
Version: 0.1.5
Authors@R: c(
    person("Nima", "Hejazi", email = "nh@nimahejazi.org",
           role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-7127-2789")),
    person("Jeremy", "Coyle", email = "jeremy.coyle@gmail.com",
           role = c("aut", "cph"),
           comment = c(ORCID = "0000-0002-9874-6649")),
    person("David", "Benkeser", email = "benkeser@emory.edu",
           role = "ctb",
           comment = c(ORCID = "0000-0002-1019-8343")),
    person("Iván", "Díaz", email = "ild2005@med.cornell.edu",
           role = "ctb"),
    person("Mark", "van der Laan", email = "laan@berkeley.edu",
           role = c("aut", "ths"),
           comment = c(ORCID = "0000-0003-1432-5511"))
  )
Maintainer: Nima Hejazi <nh@nimahejazi.org>
Description: Targeted maximum likelihood estimation (TMLE) of population-level
    causal effects under stochastic treatment regimes and related nonparametric
    variable importance analysis. Tools are provided for computing the TMLE of a
    treatment effect under interventions that are shifts of a continuous-valued
    treatment, as first described by I. Díaz Muñoz and M.J. van der Laan (2013;
    doi: <10.1111/j.1541-0420.2011.01685.x>) and expanded upon in I. Díaz and
    M.J. van der Laan (2018). This is an adapter package for use with the tmle3
    framework and the tlverse software ecosystem for Targeted Learning.
Depends:
    R (>= 3.4.0)
License: GPL-3
Imports:
    R6,
    uuid,
    methods,
    data.table,
    assertthat,
    sl3,
    tmle3
Suggests:
    testthat,
    knitr,
    rmarkdown,
    stats,
    ggplot2,
    tidyverse,
    simcausal,
    condensier,
    txshift,
    Rsolnp,
    nnls,
    ranger
Remotes:
    github::osofr/simcausal,
    github::osofr/condensier,
    github::nhejazi/txshift,
    github::tlverse/origami,
    github::tlverse/delayed,
    github::tlverse/sl3,
    github::tlverse/tmle3
URL: https://tmle3shift.tlverse.com/
BugReports: https://github.com/tlverse/tmle3shift/issues
Encoding: UTF-8
LazyData: true
LazyLoad: yes
VignetteBuilder: knitr
RoxygenNote: 6.1.0.9000