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.
| Version: |
1.0.2 |
| 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, ggplot2, knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: |
2026-07-23 |
| DOI: |
10.32614/CRAN.package.whatifbandit |
| Author: |
Noah Ochital 
[aut, cre, cph],
Ryan T. Moore
[ctb, cph] |
| Maintainer: |
Noah Ochital <no9857a at american.edu> |
| BugReports: |
https://github.com/Noch05/whatifbandit/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://github.com/Noch05/whatifbandit |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
whatifbandit results [issues need fixing before 2026-08-21] |