Abstract | Introduction | Pima Indians Diabetes Database | Acknowledgements | Related References
Package: flexOR 1.0.3
flexOR: Flexible Odds Ratio Curves
Provides flexible odds ratio curves that enable modeling non-linear relationships between continuous predictors and binary outcomes. Facilitates a deeper understanding of the impact of each continuous predictor on the outcome by presenting results in terms of odds ratio (OR) curves based on splines. These curves allow for comparison against a specified reference value, aiding in the interpretation of the predictor's effect. Methods are described in Azevedo et al. (2024) <doi:10.3390/app14093897>.
Authors:
flexOR_1.0.3.tar.gz
flexOR_1.0.3.zip(r-4.7-any)flexOR_1.0.3.zip(r-4.6-any)flexOR_1.0.3.zip(r-4.5-any)
flexOR_1.0.3.tgz(r-4.6-any)flexOR_1.0.3.tgz(r-4.5-any)
flexOR_1.0.3.tar.gz(r-4.7-any)flexOR_1.0.3.tar.gz(r-4.6-any)
flexOR_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
flexOR/json (API)
| # Install 'flexOR' in R: |
| install.packages('flexOR', repos = c('https://arturstat.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/arturstat/flexor/issues
Datasets:
- PimaIndiansDiabetes2 - Pima Indians Diabetes Dataset
generalized-additive-modelslogistic-regressionodds-ratiosmoothing
Last updated from:6dabe38274. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 143 | ||
| source / vignettes | OK | 422 | ||
| linux-release | OK | 167 | ||
| macos-release | OK | 170 | ||
| macos-oldrel | OK | 206 | ||
| windows-devel | OK | 99 | ||
| windows-release | OK | 81 | ||
| windows-oldrel | OK | 256 | ||
| wasm-release | OK | 136 |
Exports:AICcdfgamflexORfloor_to
Dependencies:codetoolsforeachgamiteratorslatticeMatrixmgcvnlme
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| flexOR: Flexible Odds Ratio Curves | flexOR-package |
| AICc: Calculation for GAM Models | AICc |
| dfgam: Degrees of Freedom Selection for GAM Models | dfgam |
| flexOR: Flexible Odds Ratio Computation for GAM Models | flexOR |
| floor_to: Rounds a number down | floor_to |
| Pima Indians Diabetes Dataset (Corrected Version) | PimaIndiansDiabetes2 |
| plot.OR: Plot Smooth Odds Ratios | plot.OR |
| predict.OR : Predict Method for OR Objects | predict.OR |