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DESCRIPTION
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Package: diftrans
Title: Compute the Differences-in-Transports Estimator
Version: 0.0.0.9000
Date: 2020-09-23
Authors@R: c(
person(given = "Guillaume",
family = "Pouliot",
role = c("aut")),
person(given = "Oystein",
family = "Daljord",
role = c("aut")),
person(given = "Omkar A.",
family = "Katta",
role = c("aut", "cre"),
email = "omkarakatta@gmail.com")
)
URL: https://github.com/omkarakatta/diftrans
Description: Given the probability mass functions of two distributions
(say, pre-treatment and post-treatment distributions), the diftrans package
computes the displacement between them using optimal transport theory.
Introduced in Daljord, Pouliot, Hu, and Xiao (2021), the
differences-in-transports estimator compares two such displacements, e.g.,
the displacement for the treated group and the displacement for some control
group.
License: GPL-3 + file LICENSE
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.1
Depends:
R (>= 3.5.0)
Imports:
dplyr,
ggplot2,
magrittr,
transport,
rlang,
tibble,
tidyr
Suggests:
testthat,
knitr,
rmarkdown
VignetteBuilder: knitr