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DESCRIPTION
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Package: Crossfit
Title: Estimate Average Treatment Effect by Applying Double Cross-fit TMLE estimator
Version: 0.1.0
Authors@R:
c(person(given = "Momenul Haque",
family = "Mondol",
role = c("aut", "cre"),
email = "mhmondol@student.ubc.ca",
comment = c(ORCID = "0000-0002-2624-2118")),
person(given = "Mohammad Ehsanul",
family = "Karim",
role = "ctb",
comment = c(ORCID = "0000-0002-0346-2871")))
Description: Sample splitting (cross-fit) is applied to TMLE to draw
causal inference. Crossfit can be applied on AIPW and TMLE both for binary
and continuous outcome.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Imports:
dplyr,
tidyr,
furrr,
purrr,
tibble,
tmle,
SuperLearner
Depends:
R (>= 2.10)
LazyData: true