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' Config/pak/sysreqs: cmake make libicu-dev libuv1-dev Repository: https://bertcarnell.r-universe.dev Date/Publication: 2024-08-03 20:35:42 UTC RemoteUrl: https://github.com/bertcarnell/tornado RemoteRef: HEAD RemoteSha: 97ab07552f9fea57e3792cc97167d09d726e3893 NeedsCompilation: no Packaged: 2026-06-09 09:01:40 UTC; root Author: Rob Carnell [aut, cre] Maintainer: Rob Carnell