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DESCRIPTION
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DESCRIPTION
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Package: varimpact
Type: Package
Title: Variable Importance Estimation Using Targeted Causal Inference (TMLE)
Version: 1.3.0-9006
Date: 2022-06-21
Authors@R: c(
person("Alan", "Hubbard", email = "[email protected]",
role = c("aut"),
comment = c(ORCID = "0000-0002-3769-0127")),
person("Chris", "Kennedy", email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-7444-2766")))
URL: http://github.com/ck37/varimpact
BugReports: https://github.com/ck37/varimpact/issues
Description: Automated data processing and variable importance using data-
adaptive target parameter methods combined with TMLE. Returns an ordered
variable list of importance.
License: GPL (>= 2)
Encoding: UTF-8
Depends:
SuperLearner
Imports:
arules,
caret,
cvTools,
dplyr,
future,
future.apply,
ggplot2,
glmnet,
histogram,
hopach,
magrittr,
MASS,
modeest,
multtest,
RANN,
tmle,
xtable
biocViews:
Suggests:
mlbench,
RhpcBLASctl,
testthat
RoxygenNote: 7.1.2