Package: whatifbandit
Title: Analyzing Randomized Experiments as Multi-Arm Bandits
Version: 1.0.0
Authors@R: c(
    person("Noah", "Ochital", , "noahochital@icloud.com", 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 the results of completed randomized controlled
        trials, as if they had been conducted as adaptive Multi-Arm
        Bandit (MAB) trials instead. Augmented inverse probability
        weighted estimation (AIPW), outlined by Hadad et al. (2021)
        <doi:10.1073/pnas.2014602118>, is used to robustly estimate the
        probability of success for each treatment arm under the
        adaptive design. Provides customization options to simulate
        perfect/imperfect information, stationary/non-stationary
        bandits, blocked treatment assignments, along with control
        augmentation, and other hybrid strategies for assigning
        treatment arms. The methods used in simulation were inspired by
        Offer-Westort et al.  (2021) <doi:10.1111/ajps.12597>.
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: future, knitr, ggplot2, rmarkdown, testthat (>= 3.0.0)
VignetteBuilder: knitr
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: 2026-07-03 18:49:24 UTC
RemoteUrl: https://github.com/noch05/whatifbandit
RemoteRef: HEAD
RemoteSha: 131aa2c12b360845072ce3b5f2783ebfe4e56dd8
NeedsCompilation: no
Packaged: 2026-07-03 19:13:07 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 <noahochital@icloud.com>