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Draws tornado plots for model sensitivity to univariate changes. Implements methods for many modeling methods including linear models, generalized linear models, survival regression models, and arbitrary machine learning models in the caret package. Also draws variable importance plots.
| Version: | 0.1.3 |
| Imports: | survival, assertthat, ggplot2, scales, grid, gridExtra, rlang |
| Suggests: | testthat, caret, glmnet, randomForest, knitr, rmarkdown |
| Published: | 2024-01-21 |
| DOI: | 10.32614/CRAN.package.tornado |
| Author: | Rob Carnell [aut, cre] |
| Maintainer: | Rob Carnell <bertcarnell at gmail.com> |
| BugReports: | https://github.com/bertcarnell/tornado/issues |
| License: | GPL-3 |
| URL: | https://github.com/bertcarnell/tornado |
| NeedsCompilation: | no |
| Materials: | NEWS ChangeLog |
| CRAN checks: | tornado results |
| Reference manual: | tornado.pdf |
| Vignettes: |
tornadoVignette |
| Package source: | tornado_0.1.3.tar.gz |
| Windows binaries: | r-devel: tornado_0.1.3.zip, r-release: tornado_0.1.3.zip, r-oldrel: tornado_0.1.3.zip |
| macOS binaries: | r-release (arm64): tornado_0.1.3.tgz, r-oldrel (arm64): tornado_0.1.3.tgz, r-release (x86_64): tornado_0.1.3.tgz, r-oldrel (x86_64): tornado_0.1.3.tgz |
| Old sources: | tornado archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.