Introduction | Implementation | Examples
Package: ordinalgmifs 1.0.8
ordinalgmifs: Ordinal Regression for High-Dimensional Data
Provides a function for fitting cumulative link, adjacent category, forward and backward continuation ratio, and stereotype ordinal response models when the number of parameters exceeds the sample size, using the the generalized monotone incremental forward stagewise method.
Authors:
ordinalgmifs_1.0.8.tar.gz
ordinalgmifs_1.0.8.zip(r-4.7)ordinalgmifs_1.0.8.zip(r-4.6)ordinalgmifs_1.0.8.zip(r-4.5)
ordinalgmifs_1.0.8.tgz(r-4.6-x86_64)ordinalgmifs_1.0.8.tgz(r-4.6-arm64)ordinalgmifs_1.0.8.tgz(r-4.5-x86_64)ordinalgmifs_1.0.8.tgz(r-4.5-arm64)
ordinalgmifs_1.0.8.tar.gz(r-4.7-arm64)ordinalgmifs_1.0.8.tar.gz(r-4.7-x86_64)ordinalgmifs_1.0.8.tar.gz(r-4.6-arm64)ordinalgmifs_1.0.8.tar.gz(r-4.6-x86_64)
ordinalgmifs_1.0.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ordinalgmifs/json (API)
| # Install 'ordinalgmifs' in R: |
| install.packages('ordinalgmifs', repos = c('https://kelliejarcher.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kelliejarcher/ordinalgmifs/issues
Datasets:
- eyedisease - Eye Disease Risk Factors
- hccframe - Liver Cancer Methylation Data
Last updated from:336b2b4938. Checks:8 NOTE, 5 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 130 | ||
| linux-devel-x86_64 | NOTE | 118 | ||
| source / vignettes | OK | 152 | ||
| linux-release-arm64 | NOTE | 140 | ||
| linux-release-x86_64 | NOTE | 123 | ||
| macos-release-arm64 | NOTE | 95 | ||
| macos-release-x86_64 | NOTE | 154 | ||
| macos-oldrel-arm64 | OK | 101 | ||
| macos-oldrel-x86_64 | OK | 163 | ||
| windows-devel | NOTE | 95 | ||
| windows-release | NOTE | 102 | ||
| windows-oldrel | OK | 89 | ||
| wasm-release | OK | 104 |
Exports:coef.ordinalgmifsfitted.ordinalgmifsordinalgmifsplot.ordinalgmifspredict.ordinalgmifsprint.ordinalgmifssummary.ordinalgmifs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Ordinal Response Regression for High-Dimensional Data | ordinalgmifs-package |
| Extract Model Coefficients | coef.ordinalgmifs |
| Eye Disease Risk Factors | eyedisease |
| Liver Cancer Methylation Data | hccframe |
| Ordinal Generalized Monotone Incremental Forward Stagewise Regression | ordinalgmifs |
| Plot Solution Path for Ordinal GMIFS Fitted Model. | plot.ordinalgmifs |
| Predicted Probabilities and Class for Ordinal GMIFS Fit. | fitted.ordinalgmifs predict.ordinalgmifs |
| Print the Contents of an Ordinal GMIFS Fitted Object. | print.ordinalgmifs |
| Summarize an Ordinal GMIFS Object. | summary.ordinalgmifs |
