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DESCRIPTION
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Package: tlversehandbook
Title: Targeted Learning in R with the 'tlverse'
Version: 0.1.1
Authors@R:
c(person(given = "Jeremy",
family = "Coyle",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-9874-6649")),
person(given = "Nima",
family = "Hejazi",
role = c("aut", "cre", "cph"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-7127-2789")),
person(given = "Ivana",
family = "Malenica",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-7404-8088")),
person(given = "Rachael",
family = "Phillips",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-8474-591X")),
person(given = "Alan",
family = "Hubbard",
role = c("aut", "ths"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-3769-0127")),
person(given = "Mark",
family = "van der Laan",
role = c("aut", "ths"),
email = "[email protected]",
comment = c(ORCID = "0000-0003-1432-5511")))
Maintainer: Nima Hejazi <[email protected]>
Description: An open source reproducible handbook for causal machine
learning and data science with the targeted learning methodology, with
an emphasis on practical examples and tutorials using the 'tlverse'
ecosystem of packages.
License: CC BY 4.0
URL: https://github.com/tlverse/tlverse-workshop,
https://tlverse.org/tlverse-handbook
BugReports: https://github.com/tlverse/tlverse-workshop/issues
Depends:
R (>= 4.2.0)
Imports:
bookdown,
bslib,
dagitty,
data.table,
delayed,
downlit,
dplyr,
forecast,
ggdag,
ggfortify,
ggplot2,
kableExtra,
knitr,
mvtnorm,
origami (>= 1.0.3),
randomForest,
readr,
rmarkdown,
skimr,
sl3 (>= 1.4.5),
stringr,
tibble,
tidyr,
tmle3 (>= 0.2.0),
tmle3mediate (>= 0.0.3),
tmle3mopttx (>= 0.1.0),
tmle3shift (>= 0.2.0),
future
Suggests:
arm,
e1071,
gam,
glmnet,
hal9001 (>= 0.3.0),
haldensify (>= 0.1.0),
nnls,
polspline,
ranger,
Rsolnp,
speedglm,
SuperLearner,
xgboost,
earth
Remotes:
github::nhejazi/haldensify@master,
github::rstudio/bookdown,
github::rstudio/bslib,
github::tlverse/hal9001@devel,
github::tlverse/sl3@devel,
github::tlverse/tmle3@master,
github::tlverse/tmle3mediate@master,
github::tlverse/tmle3mopttx@master,
github::tlverse/tmle3shift@master
Encoding: UTF-8
RoxygenNote: 7.1.1