Package: gsynth 1.4.0

Yiqing Xu

gsynth: Generalized Synthetic Control Method

Conducts causal inference with interactive fixed-effect models. It imputes counterfactuals for each treated unit using control group information based on a linear interactive fixed effects model that incorporates unit-specific intercepts interacted with time-varying coefficients. This method generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and interpretability. See Xu (2017) <doi:10.1017/pan.2016.2> for details.

Authors:Yiqing Xu [aut, cre], Licheng Liu [aut], Ziyi Liu [aut], Shiyun Hu [aut]

gsynth_1.4.0.tar.gz
gsynth_1.4.0.zip(r-4.7-any)gsynth_1.4.0.zip(r-4.6-any)gsynth_1.4.0.zip(r-4.5-any)
gsynth_1.4.0.tgz(r-4.6-any)gsynth_1.4.0.tgz(r-4.5-any)
gsynth_1.4.0.tar.gz(r-4.7-any)gsynth_1.4.0.tar.gz(r-4.6-any)
gsynth_1.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gsynth/json (API)

# Install 'gsynth' in R:
install.packages('gsynth', repos = c('https://xuyiqing.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/xuyiqing/gsynth/issues

Datasets:

On CRAN:

Conda:

7.53 score 155 stars 312 scripts 1.6k downloads 1 mentions 2 exports 69 dependencies

Last updated from:f288aa2369. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK127
source / vignettesOK211
linux-releaseOK140
macos-releaseOK112
macos-oldrelOK175
windows-develOK88
windows-releaseOK89
windows-oldrelOK87
wasm-releaseOK106

Exports:effectgsynth

Dependencies:abindclicodetoolscpp11crayondigestdoFuturedoParalleldoRNGdplyrdreamerrfarverfectfixestforcatsforeachFormulafuturefuture.applygenericsGGallyggplot2ggstatsglobalsgluegridExtragtablehmsisobanditeratorslabelinglatticelifecyclelistenvmagrittrMASSmvtnormnlmenumDerivpanelViewparallellypatchworkpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloreshape2rlangrngtoolsS7sandwichscalesstringistringmagicstringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo