tornado: Plots for Model Sensitivity and Variable Importance

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>
License: GPL-3
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:, r-release:, r-oldrel:
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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