Package: lmtp
Title: Non-Parametric Causal Effects of Feasible Interventions Based on
        Modified Treatment Policies
Version: 1.5.5
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 = "Ivan.Diaz@nyulangone.org",
             role = c("aut", "cph"),
             comment = c(ORCID = "0000-0001-9056-2047")),
      person(given = "Beaudan",
             family = "Campbell-Brown",
             role = c("ctb"),
             email = "beaudan.brown@gmail.com",
             comment = c(ORCID = "0009-0006-6967-9295")), 
      person(given = "Molly", 
             family = "Davies", 
             role = c("ctb"), 
             email = "mollydavies@pinterest.com"))
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, categorical treatments, and multivariate 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. Supports survival outcomes with competing
        risks (Diaz, Hoffman, and Hejazi;
        <doi:10.1007/s10985-023-09606-7>).
Depends: R (>= 2.10)
License: AGPL-3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Imports: stats, nnls, cli, R6, generics, future (>= 1.17.0), progressr,
        data.table (>= 1.13.0), checkmate (>= 2.1.0), SuperLearner,
        isotone, ife (>= 0.2.5), lifecycle, collapse, cobalt
URL: https://www.beyondtheate.com/, https://github.com/nt-williams/lmtp
BugReports: https://github.com/nt-williams/lmtp/issues
Suggests: testthat (>= 2.1.0), covr, rmarkdown, knitr, ranger, twang
Repository: https://nt-williams.r-universe.dev
Date/Publication: 2026-07-01 20:45:58 UTC
RemoteUrl: https://github.com/nt-williams/lmtp
RemoteRef: devel
RemoteSha: 0631f120216e875ec41e6a24b6305a1778a66804
NeedsCompilation: no
Packaged: 2026-07-01 21:27:40 UTC; root
Author: Nicholas Williams [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0002-1378-4831>),
  Iván Díaz [aut, cph] (ORCID: <https://orcid.org/0000-0001-9056-2047>),
  Beaudan Campbell-Brown [ctb] (ORCID:
    <https://orcid.org/0009-0006-6967-9295>),
  Molly Davies [ctb]
Maintainer: Nicholas Williams <ntwilliams.personal@gmail.com>