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DESCRIPTION
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Package: drtmle
Title: Doubly-Robust Nonparametric Estimation and Inference
Version: 1.1.2
Authors@R: c(
person("David", "Benkeser", email = "[email protected]",
role = c("aut", "cre","cph"),
comment = c(ORCID = "0000-0002-1019-8343")),
person("Nima", "Hejazi", email = "[email protected]",
role = "ctb",
comment = c(ORCID = "0000-0002-7127-2789")))
Description: Targeted minimum loss-based estimators of counterfactual means and
causal effects that are doubly-robust with respect both to consistency and
asymptotic normality (Benkeser et al (2017), <doi:10.1093/biomet/asx053>; MJ
van der Laan (2014), <doi:10.1515/ijb-2012-0038>).
Depends:
R (>= 3.5.0)
Imports:
SuperLearner,
np,
future.apply
Suggests:
testthat,
knitr,
rmarkdown,
gam,
quadprog,
nloptr,
parallel,
foreach,
stringi
License: MIT + file LICENSE
URL: https://github.com/benkeser/drtmle
BugReports: https://github.com/benkeser/drtmle/issues
Encoding: UTF-8
VignetteBuilder: knitr
Roxygen: list(markdown = TRUE, old_usage = TRUE, r6 = FALSE)
RoxygenNote: 7.1.1