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:
gsynth_1.4.0.tar.gz
gsynth_1.4.0.zip(r-4.7)gsynth_1.4.0.zip(r-4.6)gsynth_1.4.0.zip(r-4.5)
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
Last updated from:f288aa2369. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 149 | ||
| source / vignettes | OK | 196 | ||
| linux-release-x86_64 | OK | 185 | ||
| macos-release-arm64 | OK | 93 | ||
| macos-oldrel-arm64 | OK | 93 | ||
| windows-devel | OK | 110 | ||
| windows-release | OK | 114 | ||
| windows-oldrel | OK | 94 | ||
| wasm-release | OK | 165 |
Dependencies:abindclicodetoolscpp11crayondigestdoFuturedoParalleldoRNGdplyrdreamerrfarverfectfixestforcatsforeachFormulafuturefuture.applygenericsGGallyggplot2ggstatsglobalsgluegridExtragtablehmsisobanditeratorslabelinglatticelifecyclelistenvmagrittrMASSmvtnormnlmenumDerivpanelViewparallellypatchworkpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadilloreshape2rlangrngtoolsS7sandwichscalesstringistringmagicstringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Cumulative or Sub-group Treatment Effects | effect |
| Generalized Synthetic Control Method | gsynth |
| Plotting | plot.gsynth |
| Print Results | print.gsynth |
| simdata | simdata |
| turnout | turnout |