Package: SAMUR 1.1
SAMUR: Stochastic Augmentation of Matched Data Using Restriction Methods
Augmenting a matched data set by generating multiple stochastic, matched samples from the data using a multi-dimensional histogram constructed from dropping the input matched data into a multi-dimensional grid built on the full data set. The resulting stochastic, matched sets will likely provide a collectively higher coverage of the full data set compared to the single matched set. Each stochastic match is without duplication, thus allowing downstream validation techniques such as cross-validation to be applied to each set without concern for overfitting.
Authors:
SAMUR_1.1.tar.gz
SAMUR_1.1.zip(r-4.5)SAMUR_1.1.zip(r-4.4)SAMUR_1.1.zip(r-4.3)
SAMUR_1.1.tgz(r-4.4-any)SAMUR_1.1.tgz(r-4.3-any)
SAMUR_1.1.tar.gz(r-4.5-noble)SAMUR_1.1.tar.gz(r-4.4-noble)
SAMUR_1.1.tgz(r-4.4-emscripten)SAMUR_1.1.tgz(r-4.3-emscripten)
SAMUR.pdf |SAMUR.html✨
SAMUR/json (API)
| # Install 'SAMUR' in R: |
| install.packages('SAMUR', repos = c('https://asmahani.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:6f77ba93fe. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 27 2024 |
| R-4.5-win | OK | Aug 27 2024 |
| R-4.5-linux | OK | Aug 27 2024 |
| R-4.4-win | OK | Aug 27 2024 |
| R-4.4-mac | OK | Aug 27 2024 |
| R-4.3-win | OK | Aug 27 2024 |
| R-4.3-mac | OK | Aug 27 2024 |
Exports:samur
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Stochastic Augmentation of Matched Datasets Using Restriction Methods | print.samur samur |
| Summarizing Output of SAMUR Augmentation Function | print.summary.samur summary.samur |
