Package: whatifbandit 1.0.2
whatifbandit: Analyzing Randomized Experiments Using Multi-Arm Bandits
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.
Authors:
whatifbandit_1.0.2.tar.gz
whatifbandit_1.0.2.zip(r-4.7-any)
whatifbandit_1.0.2.tar.gz(r-4.7-any)whatifbandit_1.0.2.tar.gz(r-4.6-any)
whatifbandit_1.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
whatifbandit/json (API)
| # Install 'whatifbandit' in R: |
| install.packages('whatifbandit', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/noch05/whatifbandit/issues
- tanf - Public TANF Recipient Data From Washington D.C
Last updated from:a1ea820c6e. Checks:5 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 305 | ||
| source / vignettes | OK | 213 | ||
| linux-release-x86_64 | OK | 291 | ||
| windows-devel-x86_64 | OK | 292 | ||
| wasm-release | OK | 153 |
Exports:joint_testmab_from_rctsimulate_mab
Dependencies:banditbootcliclubSandwichcodetoolscpp11data.tabledigestdplyrestimatrforeachFormulafurrrfuturegamgenericsglobalsglueiteratorslatticelifecyclelistenvlubridatemagrittrparallellypillarpkgconfigpurrrR6randomizrRcppRcppEigenrlangsandwichstringistringrtibbletidyrtidyselecttimechangeutf8vctrswithrzoo
