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Package: tehtuner
Title: Fit and Tune Models to Detect Treatment Effect Heterogeneity
Version: 0.3.3
Authors@R:
person(given = "Jack",
family = "Wolf",
role = c("aut", "cre"),
email = "jackwolf910@gmail.com",
comment = c(ORCID = "0000-0002-8919-8740"))
Description: Implements methods to fit Virtual Twins models (Foster et al.
(2011) <doi:10.1002/sim.4322>) for identifying subgroups with differential
effects in the context of clinical trials while controlling the probability
of falsely detecting a differential effect when the conditional average
treatment effect is uniform across the study population using parameter
selection methods proposed in Wolf et al. (2022)
<doi:10.1177/17407745221095855>.
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends:
R (>= 3.5.0)
Imports:
party,
glmnet,
Rdpack,
rpart,
stringr,
SuperLearner,
randomForestSRC,
earth,
foreach
RdMacros: Rdpack
Suggests:
knitr,
rmarkdown,
spelling,
testthat (>= 3.0.0)
Language: en-US
URL: https://github.com/jackmwolf/tehtuner
BugReports: https://github.com/jackmwolf/tehtuner/issues
Config/testthat/edition: 3