Package: maq 0.4.0
Erik Sverdrup
maq: Multi-Armed Qini
Evaluate treatment rules for costly and mutually exclusive treatment arms with Qini curves as proposed in Sverdrup, Wu, Athey, and Wager (2023) <doi:10.48550/arXiv.2306.11979>.
Authors:
maq_0.4.0.tar.gz
maq_0.4.0.tar.gz(r-4.5-noble)maq_0.4.0.tar.gz(r-4.4-noble)
maq_0.4.0.tgz(r-4.4-emscripten)maq_0.4.0.tgz(r-4.3-emscripten)
maq.pdf |maq.html✨
maq/json (API)
| # Install 'maq' in R: |
| install.packages('maq', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/grf-labs/maq/issues
Last updated 7 months agofrom:0406ba7abe. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 15 2024 |
| R-4.5-linux-x86_64 | OK | Nov 15 2024 |
Exports:average_gaindifference_gainget_aipw_scoresget_ipw_scoresintegrated_differencemaq
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. | maq |
| Plot the estimated Qini curve. | plot.maq |
| Predict treatment allocation. | predict.maq |
| Print a maq object. | print.maq |
| Qini curve summary. | summary.maq |