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DESCRIPTION
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DESCRIPTION
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Package: hettx
Type: Package
Title: Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation
Version: 0.1.3
Date: 2023-08-19
Authors@R: c(
person("Peng", "Ding", email = "[email protected]", role = "aut"),
person("Avi", "Feller", email = "[email protected]", role = "aut"),
person("Ben", "Fifield", email = "[email protected]", role = c("aut", "cre")),
person("Luke", "Miratrix", email = "[email protected]", role = "aut")
)
Description: Implements methods developed by Ding, Feller, and Miratrix (2016) <doi:10.1111/rssb.12124> <arXiv:1412.5000>,
and Ding, Feller, and Miratrix (2018) <doi:10.1080/01621459.2017.1407322> <arXiv:1605.06566>
for testing whether there is unexplained variation in treatment effects across observations, and for characterizing
the extent of the explained and unexplained variation in treatment effects. The package includes wrapper functions
implementing the proposed methods, as well as helper functions for analyzing and visualizing the results of the test.
License: GPL (>= 3)
Imports:
quantreg,
plyr,
mvtnorm,
MASS,
foreach,
parallel,
doParallel,
moments,
formula.tools,
purrr,
dplyr,
ggplot2,
tidyr
Depends:
R (>= 2.14.0)
BugReports: https://github.com/bfifield/hettx/issues
RoxygenNote: 7.1.2
Suggests: testthat, knitr, rmarkdown
Encoding: UTF-8
VignetteBuilder: knitr
LazyData: true