Package: gsynth 1.2.1
Yiqing Xu
gsynth: Generalized Synthetic Control Method
Provides 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. This version supports unbalanced panels and implements the matrix completion method.
Authors:
gsynth_1.2.1.tar.gz
gsynth_1.2.1.tar.gz(r-4.5-noble)gsynth_1.2.1.tar.gz(r-4.4-noble)
gsynth_1.2.1.tgz(r-4.4-emscripten)gsynth_1.2.1.tgz(r-4.3-emscripten)
gsynth.pdf |gsynth.html✨
gsynth/json (API)
| # Install 'gsynth' in R: |
| install.packages('gsynth', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 3 years agofrom:e7d68b0034. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 21 2024 |
| R-4.5-linux-x86_64 | NOTE | Nov 21 2024 |
Dependencies:abindclicodetoolscolorspacecpp11crayondigestdoParalleldoRNGdplyrfansifarverforcatsforeachFormulafuturegenericsGGallyggplot2ggstatsglobalsgluegtablehmsisobanditeratorslabelinglatticelfelifecyclelistenvmagrittrMASSMatrixmgcvmunsellmvtnormnlmeparallellypatchworkpillarpkgconfigplyrprettyunitsprogresspurrrR6RColorBrewerRcppRcppArmadillorlangrngtoolssandwichscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrxtablezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generalized Synthetic Control Method | gsynth-package |
| Calculate Cumulative or sub-gr Treatment Effects | cumuEff |
| Generalized Synthetic Control Method | gsynth |
| Internal Gsynth Functions | beta_iter ct.adjsut data_ub_adj fe_add fe_ad_covar_iter fe_ad_inter_covar_iter fe_ad_inter_iter fe_ad_iter gsynth.default gsynth.formula initialFit interFE.default interFE.formula inter_fe inter_fe_mc inter_fe_ub panel_beta panel_est panel_factor panel_fe res.vcov synth.boot synth.core synth.em synth.em.cv synth.mc XXinv Y_demean _gsynth_beta_iter _gsynth_data_ub_adj _gsynth_fe_add _gsynth_fe_ad_covar_iter _gsynth_fe_ad_inter_covar_iter _gsynth_fe_ad_inter_iter _gsynth_fe_ad_iter _gsynth_inter_fe _gsynth_inter_fe_mc _gsynth_inter_fe_ub _gsynth_panel_beta _gsynth_panel_est _gsynth_panel_factor _gsynth_panel_fe _gsynth_XXinv _gsynth_Y_demean |
| Interactive Fixed Effects Models | interFE |
| Plotting | plot.gsynth |
| Print Results | print.gsynth |
| Print Results | print.interFE |
| simdata | simdata |
| turnout | turnout |