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DESCRIPTION
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Package: SDEtransport
type: Package
Title: SDEtransport
Version: 0.1.0
Author: Jonathan Levy <[email protected]>
Maintainer: Jonathan Levy <[email protected]>
Description: Computes TMLE estimates and transported estimates (from one study site to another) for direct and indirect effects in the presence of intermediary confounder, also know as stochastic direct and indirect effects.
Depends: R (>= 2.14.0),
mvtnorm,
origami,
hal9001,
sl3,
glmnet
Imports:
parallel,
foreach,
doSNOW,
geepack,
orthopolynom,
ggplot2,
cowplot,
plyr
Suggests:
testthat,
knitr,
rmarkdown,
glmnet,
devtools,
dplyr,
drat,
rgl,
condensier,
cvAUC,
forecast,
nloptr,
rugarch,
nnls,
tsDyn,
Rsolnp,
xgboost,
speedglm,
randomForest,
SuperLearner,
h2o,
future,
e1071,
earth,
R.rsp,
kerasR,
keras,
reticulate,
MASS,
arm,
hal,
rJava,
bartMachine,
hal9001,
devel,
R.rsp
Remotes:
github::osofr/condensier,
github::tlverse/delayed,
github::jeremyrcoyle/hal9001
License: GPL-3
BugReports: https://github.com/jlstiles/SDEtransport/issues
Encoding: UTF-8
LazyData: yes
LazyLoad: yes
VignetteBuilder:
knitr,
R.rsp
RoxygenNote: 6.0.1.9000
Roxygen: list(markdown = TRUE)