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DESCRIPTION
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DESCRIPTION
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Package: flexCausal
Title: An R Package for Causal Effect Estimation via Doubly Robust One-Step Estimators and TMLE in Graphical Models with Unmeasured Variables
Version: 0.0.0.9000
Authors@R:
person("Anna", "Guo",
email = "guo.anna617@gmail.com",
role = c("aut", "cre"),
comment = c(GitHub = "https://github.com/annaguo-bios"))
Description: An R package for estimating causal effects in graphical models with unmeasured variables. It implements the doubly robust onestep estimator and Targeted Maximum Likelihood Estimation (TMLE) estimator. It is able to incorporate machine learning algorithms via SuperLearner and allows sample splitting in model training.
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1.9000
Imports:
dplyr,
SuperLearner,
densratio,
MASS,
utils,
mvtnorm
Depends:
R (>= 2.10)
LazyData: true
Suggests:
knitr,
rmarkdown,
flexCausal
VignetteBuilder: knitr