Package: lmtp
Title: Non-Parametric Causal Effects of Feasible Interventions Based on
        Modified Treatment Policies
Version: 1.0.0
Authors@R: 
    c(person(given = "Nicholas",
             family = "Williams",
             role = c("aut", "cre", "cph"),
             email = "ntwilliams.personal@gmail.com", 
             comment = c(ORCID = "0000-0002-1378-4831")),
      person(given = "Iván", 
             family = "Díaz", 
             email = "ild2005@med.cornell.edu",
             role = c("aut", "cph"),
             comment = c(ORCID = "0000-0001-9056-2047")))
Description: Non-parametric estimators for casual effects based on longitudinal modified treatment 
  policies as described in Diaz, Williams, Hoffman, and Schenck <doi:10.1080/01621459.2021.1955691>, traditional point treatment, 
  and traditional longitudinal effects. Continuous, binary, and categorical treatments are allowed as well are 
  censored outcomes. The treatment mechanism is estimated via a density ratio classification procedure 
  irrespective of treatment variable type. For both continuous and binary outcomes, additive treatment effects 
  can be calculated and relative risks and odds ratios may be calculated for binary outcomes.  
Depends: R (>= 2.10)
License: AGPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
Imports: stats, nnls, cli, utils, R6, generics, origami, future (>=
        1.17.0), progressr, data.table, SuperLearner
URL: https://github.com/nt-williams/lmtp
BugReports: https://github.com/nt-williams/lmtp/issues
Suggests: testthat (>= 2.1.0), covr, rmarkdown, knitr, ranger, twang,
        markdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2021-09-28 17:16:01 UTC; nickwilliams
Author: Nicholas Williams [aut, cre, cph]
    (<https://orcid.org/0000-0002-1378-4831>),
  Iván Díaz [aut, cph] (<https://orcid.org/0000-0001-9056-2047>)
Maintainer: Nicholas Williams <ntwilliams.personal@gmail.com>
Repository: CRAN
Date/Publication: 2021-09-29 07:10:07 UTC
Built: R 4.0.2; ; 2021-09-30 11:24:29 UTC; unix
