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
Published: 2024年01月21日
Author: Rob Carnell [aut, cre]
Maintainer: Rob Carnell <bertcarnell at gmail.com>
License: GPL-3
NeedsCompilation: no
Materials: NEWS, ChangeLog
CRAN checks: tornado results

Documentation:

Reference manual: tornado.html , tornado.pdf
Vignettes: tornadoVignette (source, R code)

Downloads:

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

Linking:

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