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DESCRIPTION
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DESCRIPTION
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Package: tornado
Title: Plots for Model Sensitivity and Variable Importance
Version: 0.2.0
Authors@R:
person(given = "Rob",
family = "Carnell",
role = c("aut", "cre"),
email = "bertcarnell@gmail.com")
Description: 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.
License: GPL-3
Encoding: UTF-8
Suggests:
testthat,
caret,
glmnet,
randomForest,
knitr,
rmarkdown
RoxygenNote: 7.3.2
Imports:
survival,
ggplot2,
scales,
grid,
gridExtra,
rlang,
Hmisc
VignetteBuilder: knitr
URL: https://bertcarnell.github.io/tornado/, https://github.com/bertcarnell/tornado
BugReports: https://github.com/bertcarnell/tornado/issues
Collate:
'create_data_low_high.R'
'create_dict.R'
'create_endpoints.R'
'create_factor_plot_data.R'
'create_importance_data.R'
'create_means.R'
'create_plot_data.R'
'importance.R'
'importance_glm.R'
'importance_glmnet.R'
'importance_lm.R'
'importance_survreg.R'
'importance_train.R'
'plot_importance_plot.R'
'plot_tornado_plot.R'
'print_importance_plot.R'
'print_tornado_plot.R'
'quantile_ordered.R'
'tornado.R'
'tornado_coxph.R'
'tornado_glm.R'
'tornado_glmnet.R'
'tornado_lm.R'
'tornado_survreg.R'
'tornado_train.R'