Package: GDSARM 0.1.0
GDSARM: Gauss - Dantzig Selector: Aggregation over Random Models
The method aims to identify important factors in screening experiments by aggregation over random models as studied in Singh and Stufken (2022) <doi:10.48550/arXiv.2205.13497>. This package provides functions to run the Gauss-Dantzig selector on screening experiments when interactions may be affecting the response. Currently, all functions require each factor to be at two levels coded as +1 and -1.
Authors:
GDSARM_0.1.0.tar.gz
GDSARM_0.1.0.zip(r-4.5)GDSARM_0.1.0.zip(r-4.4)GDSARM_0.1.0.zip(r-4.3)
GDSARM_0.1.0.tgz(r-4.4-any)GDSARM_0.1.0.tgz(r-4.3-any)
GDSARM_0.1.0.tar.gz(r-4.5-noble)GDSARM_0.1.0.tar.gz(r-4.4-noble)
GDSARM_0.1.0.tgz(r-4.4-emscripten)GDSARM_0.1.0.tgz(r-4.3-emscripten)
GDSARM.pdf |GDSARM.html✨
GDSARM/json (API)
NEWS
| # Install 'GDSARM' in R: |
| install.packages('GDSARM', repos = c('https://agrakhi.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/agrakhi/gdsarm/issues
- dataCompoundExt - Compound Extraction experiment of Dopico-Garc\' ia et al.
- dataHamadaWu - Cast fatigue experiment of Hunter et al.
Last updated 2 years agofrom:2ead85b945. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 09 2024 |
| R-4.5-win | NOTE | Oct 09 2024 |
| R-4.5-linux | NOTE | Oct 09 2024 |
| R-4.4-win | NOTE | Oct 09 2024 |
| R-4.4-mac | NOTE | Oct 09 2024 |
| R-4.3-win | NOTE | Oct 09 2024 |
| R-4.3-mac | NOTE | Oct 09 2024 |
Exports:dantzig.deltaGDS_givencolsGDSARM
Dependencies:lpSolve
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Dantzig selector with an option to make profile plot | dantzig.delta |
| Compound Extraction experiment of Dopico-Garc\' ia et al. (2007) | dataCompoundExt |
| Cast fatigue experiment of Hunter et al. (1982) | dataHamadaWu |
| Gauss-Dantzig Selector | GDS_givencols |
| Gauss-Dantzig Selector - Aggregation over Random Models (GDS-ARM) | GDSARM |
