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 ORCID iD [aut, cre, cph], Yinghui Zhou ORCID iD [aut], Ruohan Zhan ORCID iD [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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