Implements Conditional Minimax Regret design rules for pilot-informed experimental assignment, as proposed in Yamin (2026) <doi:10.48550/arXiv.2607.16982>. Includes two-arm, unbounded two-arm, multi-arm, stratified, multiple-outcome, proxy-outcome, and pilot-planning tools. Variance bounds include Maurer and Pontil (2009) <doi:10.48550/arXiv.0907.3740> empirical-Bernstein bounds and exact Bernoulli confidence bounds.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | stats |
| Suggests: | testthat (≥ 3.0.0), jsonlite, knitr, rmarkdown |
| Published: | 2026-08-05 |
| DOI: | 10.32614/CRAN.package.cmrdesign (may not be active yet) |
| Author: | Juan C. Yamin [aut, cre, cph] |
| Maintainer: | Juan C. Yamin <juan_yamin_silva at brown.edu> |
| BugReports: | https://github.com/juancyamin/cmrdesign/issues |
| License: | MIT + file LICENSE |
| URL: | https://juancyamin.github.io/cmrdesign/, https://github.com/juancyamin/cmrdesign, https://arxiv.org/abs/2607.16982 |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | cmrdesign citation info |
| Materials: | NEWS |
| CRAN checks: | cmrdesign results |
| Reference manual: | cmrdesign.html , cmrdesign.pdf |
| Vignettes: |
Binary Outcomes (source, R code) CMR Extensions (source, R code) Multiple Outcomes (source, R code) Pilot Planning (source, R code) Proxy Outcomes (source, R code) Two-Arm Bounded Outcomes (source, R code) |
| Package source: | cmrdesign_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: cmrdesign_0.1.0.zip |
| macOS binaries: | r-release (arm64): cmrdesign_0.1.0.tgz, r-oldrel (arm64): cmrdesign_0.1.0.tgz, r-release (x86_64): cmrdesign_0.1.0.tgz, r-oldrel (x86_64): cmrdesign_0.1.0.tgz |
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