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Package: coresynth
Title: Fast and Unified Synthetic Control Methods
Version: 0.2.4
Authors@R:
person("Yosuke Abe", role = c("aut", "cre"),
email = "yosuke.abe0507@gmail.com")
Description: A unified 'Formula' interface to the Synthetic Control Method
(SCM) and related panel-data causal inference estimators: Synthetic
Difference-in-Differences (SDID), Generalized Synthetic Control (GSC),
Matrix Completion (MC), Time-Aware Synthetic Control (TASC), and Synthetic
Interventions (SI), together with an experimental-design variant.
Computational bottlenecks (quadratic programming, singular value
decomposition, and Kalman filtering) are implemented in 'C++' via
'RcppArmadillo'. Methods are described in Abadie, Diamond and Hainmueller
(2010) <doi:10.1198/jasa.2009.ap08746>, Arkhangelsky, Athey, Hirshberg,
Imbens and Wager (2021) <doi:10.1257/aer.20190159>, Xu (2017)
<doi:10.1017/pan.2016.2>, Athey, Bayati, Doudchenko, Imbens and Khosravi
(2021) <doi:10.1080/01621459.2021.1891924>, and Agarwal, Shah and Shen
(2025) <doi:10.1287/opre.2025.1590>.
License: MIT + file LICENSE
URL: https://github.com/yo5uke/coresynth, https://yo5uke.com/coresynth/
BugReports: https://github.com/yo5uke/coresynth/issues
Encoding: UTF-8
Config/roxygen2/markdown: TRUE
RoxygenNote: 8.0.0
Depends:
R (>= 4.1.0)
LinkingTo:
Rcpp,
RcppArmadillo
Imports:
Rcpp,
Formula,
ggplot2,
broom,
jsonlite
Suggests:
testthat (>= 3.0.0),
knitr,
rmarkdown
VignetteBuilder: knitr
Config/testthat/edition: 3