Package: maq 0.6.0
maq: Multi-Armed Qini
Policy evaluation using generalized Qini curves: Evaluate data-driven treatment targeting rules for one or more treatment arms over different budget constraints in experimental or observational settings under unconfoundedness.
Authors:
maq_0.6.0.tar.gz
maq_0.6.0.zip(r-4.7)maq_0.6.0.zip(r-4.6)maq_0.6.0.zip(r-4.5)
maq_0.6.0.tgz(r-4.6-x86_64)maq_0.6.0.tgz(r-4.6-arm64)maq_0.6.0.tgz(r-4.5-x86_64)maq_0.6.0.tgz(r-4.5-arm64)
maq_0.6.0.tar.gz(r-4.7-arm64)maq_0.6.0.tar.gz(r-4.7-x86_64)maq_0.6.0.tar.gz(r-4.6-arm64)maq_0.6.0.tar.gz(r-4.6-x86_64)
maq_0.6.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
maq/json (API)
| # Install 'maq' in R: |
| install.packages('maq', repos = c('https://anumbat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/grf-labs/maq/issues
Last updated from:522cba6b13. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 148 | ||
| linux-devel-x86_64 | OK | 127 | ||
| source / vignettes | OK | 193 | ||
| linux-release-arm64 | OK | 141 | ||
| linux-release-x86_64 | OK | 155 | ||
| macos-release-arm64 | OK | 133 | ||
| macos-release-x86_64 | OK | 285 | ||
| macos-oldrel-arm64 | OK | 89 | ||
| macos-oldrel-x86_64 | OK | 191 | ||
| windows-devel | OK | 226 | ||
| windows-release | OK | 129 | ||
| windows-oldrel | OK | 107 | ||
| wasm-release | OK | 105 |
Exports:average_gaindifference_gainget_aipw_scoresget_ipw_scoresintegrated_differencemaqscale_maq
Dependencies:Rcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Get estimate of gain given a spend level. | average_gain |
| Get estimate of difference in gain given a spend level with paired standard errors. | difference_gain |
| Construct evaluation scores via augmented inverse-propensity weighting. | get_aipw_scores |
| Construct evaluation scores via inverse-propensity weighting. | get_ipw_scores |
| Get estimate of the area between two Qini curves with paired standard errors. | integrated_difference |
| Fit a multi-armed Qini curve. | maq |
| Plot the estimated Qini curve. | plot.maq |
| Predict treatment allocation. | predict.maq |
| Print a maq object. | print.maq |
| Scale a Qini curve. | scale_maq |
| Qini curve summary. | summary.maq |
