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.


Reference manual

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0.1.1 by Rob Carnell, 18 days ago

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Authors: Rob Carnell [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports survival, assertthat, ggplot2, scales, grid, gridExtra

Suggests testthat, covr, caret, glmnet, randomForest, knitr, rmarkdown

See at CRAN