Fits generalized Qini curves for evaluating treatment allocation policies with one or more mutually exclusive treatment arms. Given estimated conditional treatment effects and treatment costs, 'maq' computes the optimal treatment allocation over a range of budget levels and estimates the resulting policy value using doubly robust or inverse-propensity weighted scores. The underlying optimization exploits the linear multiple-choice knapsack structure of the allocation problem to compute the full solution path efficiently. For details see Sverdrup, Wu, Athey, and Wager (2025) <doi:10.1080/10618600.2024.2418820>.
| Version: | 0.6.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | grf (≥ 2.3.0), ggplot2, testthat (≥ 3.0.0) |
| Published: | 2026-08-04 |
| DOI: | 10.32614/CRAN.package.maq |
| Author: | Erik Sverdrup [aut, cre], Han Wu [aut], Susan Athey [aut], Stefan Wager [aut] |
| Maintainer: | Erik Sverdrup <erik.sverdrup at gmail.com> |
| BugReports: | https://github.com/grf-labs/maq/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/grf-labs/maq |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| CRAN checks: | maq results |
| Reference manual: | maq.html , maq.pdf |
| Package source: | maq_0.6.1.tar.gz |
| Windows binaries: | r-devel: maq_0.6.1.zip, r-release: maq_0.6.1.zip, r-oldrel: maq_0.6.1.zip |
| macOS binaries: | r-release (arm64): maq_0.6.1.tgz, r-oldrel (arm64): maq_0.6.1.tgz, r-release (x86_64): maq_0.6.1.tgz, r-oldrel (x86_64): maq_0.6.1.tgz |
| Old sources: | maq archive |
Please use the canonical form https://CRAN.R-project.org/package=maq to link to this page.
Need a high-speed mirror for your open-source project?
Contact our mirror admin team at info@clientvps.com.
This archive is provided as a free public service to the community.
Proudly supported by infrastructure from VPSPulse , RxServers , BuyNumber , UnitVPS , OffshoreName and secure payment technology by ArionPay.