banditsCI: Bandit-Based Experiments and Policy Evaluation
Frequentist inference on adaptively generated data. The methods implemented are based on Zhan et al. (2021) <doi:10.48550/arXiv.2106.02029> and Hadad et al. (2021) <doi:10.48550/arXiv.1911.02768>. For illustration, several functions for simulating non-contextual and contextual adaptive experiments using Thompson sampling are also supplied.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | glmnet (≥ 4.1-6), MASS (≥ 7.3-56), mvtnorm (≥ 1.2-2), Rdpack (≥ 2.6) |
| Suggests: | knitr (≥ 1.43), rmarkdown (≥ 2.23), testthat (≥ 3.0.0) |
| Published: | 2024-11-29 |
| DOI: | 10.32614/CRAN.package.banditsCI |
| Author: | Molly Offer-Westort
 [aut, cre,
cph],
Yinghui Zhou
[aut],
Ruohan Zhan [aut] |
| Maintainer: | Molly Offer-Westort <mollyow at gmail.com> |
| BugReports: | https://github.com/UChicago-pol-methods/banditsCI/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/UChicago-pol-methods/banditsCI, https://uchicago-pol-methods.github.io/banditsCI/ |
| NeedsCompilation: | no |
| Citation: | banditsCI citation info |
| Materials: | README, NEWS |
| CRAN checks: | banditsCI results |
Documentation:
| Reference manual: | banditsCI.html , banditsCI.pdf |
| Vignettes: |
Confidence interval vignette. (source, R code) |
Downloads:
| Package source: | banditsCI_1.0.0.tar.gz |
| Windows binaries: | r-devel: banditsCI_1.0.0.zip, r-release: banditsCI_1.0.0.zip, r-oldrel: banditsCI_1.0.0.zip |
| macOS binaries: | r-release (arm64): banditsCI_1.0.0.tgz, r-oldrel (arm64): banditsCI_1.0.0.tgz, r-release (x86_64): banditsCI_1.0.0.tgz, r-oldrel (x86_64): banditsCI_1.0.0.tgz |
Linking:
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