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DESCRIPTION
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DESCRIPTION
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Package: gmethods
Type: Package
Title: An implementation of g-methods
Version: 0.1.0
Date: 2020-11-26
Authors@R:
c(person(given = "Herdiantri",
family = "Sufriyana",
role = c("aut", "cre"),
email = "herdiantrisufriyana@unusa.ac.id",
comment = c(ORCID = "0000-0001-9178-0222")),
person(given = "Yu-Wei",
family = "Wu",
role = c("ths"),
email = "yuwei.wu@tmu.edu.tw",
comment = c(ORCID = "0000-0002-5603-1194")),
person(given = "Emily Chia-Yu",
family = "Su",
role = c("ths"),
email = "emilysu@tmu.edu.tw",
comment = c(ORCID = "0000-0003-4801-5159"))
)
Depends: R (>= 4.0.2)
Description: This package facilitates causal inference by implementing
g-methods: g-formula, inverse probability weighting (IPW), and g-estimation.
These methods are comprehensively described in Causal Inference: What If book
by Hernán and Robins using 1 of 4 NHEFS datasets described in this book
(https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/). This
package only provides nhefs table, a cleaned version of NHEFS data, for
example data. The remaining datasets from that book could be retrieved from
cidata R package (https://github.com/malcolmbarrett/cidata) for more
information.
License: GPL-3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.1
Imports:
tidyverse,
pbapply,
geepack
Suggests:
BiocStyle,
knitr,
rmarkdown,
kableExtra,
testthat
URL: https://github.com/herdiantrisufriyana/gmethods
BugReports: https://github.com/herdiantrisufriyana/gmethods/issues
VignetteBuilder: knitr