Package: whatifbandit
Title: Analyzing Randomized Experiments Using Multi-Arm Bandits
Version: 1.0.3
Authors@R: c(
    person("Noah", "Ochital", , "no9857a@american.edu", role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0009-0009-0398-2963")),
    person("Ryan T.", "Moore", , "rtm@american.edu", role = c("ctb", "cph"),
           comment = c(ORCID = "0000-0002-3916-8113"))
  )
Description: Simulates response-adaptive experimental trials using
        Multi-Arm Bandits. Adaptive robust estimators defined in Hadad
        et al. (2021) <doi:10.1073/pnas.2014602118> and Offer-Westort
        et al. (2021) <doi:10.1111/ajps.12597> are used to robustly
        estimate conditional expectations and treatment effects.
        Provides significant simulation customization options for
        imperfect information, non-stationary bandits, and increased
        exploration strategies for assignments.
License: GPL (>= 3)
URL: https://github.com/Noch05/whatifbandit
BugReports: https://github.com/Noch05/whatifbandit/issues
Depends: R (>= 4.1.0)
Imports: bandit, clubSandwich, data.table (>= 1.18.0), dplyr, estimatr,
        furrr, lubridate, methods, purrr, randomizr, rlang, tibble,
        tidyr
Suggests: forcats, future, ggplot2, knitr, quarto, scales, stringr,
        testthat (>= 3.0.0)
VignetteBuilder: quarto
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 8.0.0
Config/pak/sysreqs: libicu-dev
Repository: https://noch05.r-universe.dev
Date/Publication: 2026-08-24 14:22:02 UTC
RemoteUrl: https://github.com/noch05/whatifbandit
RemoteRef: HEAD
RemoteSha: ae8405f319da7d037f3ea884fe8ca9db546f7a87
NeedsCompilation: no
Packaged: 2026-10-23 11:06:16 UTC; root
Author: Noah Ochital [aut, cre, cph] (ORCID:
    <https://orcid.org/0009-0009-0398-2963>),
  Ryan T. Moore [ctb, cph] (ORCID:
    <https://orcid.org/0000-0002-3916-8113>)
Maintainer: Noah Ochital <no9857a@american.edu>