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: 0.1.1
Imports: survival, assertthat, ggplot2, scales, grid, gridExtra
Suggests: testthat, covr, caret, glmnet, randomForest, knitr, rmarkdown
Published: 2022-01-10
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: README
CRAN checks: tornado results

Documentation:

Reference manual: tornado.pdf
Vignettes: tornadoVignette

Downloads:

Package source: tornado_0.1.1.tar.gz
Windows binaries: r-devel: tornado_0.1.1.zip, r-release: tornado_0.1.1.zip, r-oldrel: tornado_0.1.1.zip
macOS binaries: r-release (arm64): tornado_0.1.1.tgz, r-release (x86_64): tornado_0.1.1.tgz, r-oldrel: not available

Linking:

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