Extensions to the synthetic controls analyses performed by the package 'Synth' as detailed in Abadie, Diamond, and Hainmueller (2011) <doi:10.18637/jss.v042.i13>. Includes generating and plotting placebos, post/pre-MSPE (Mean Squared Prediction Error) significance tests and plots, and calculating average treatment effects for multiple treated units. This package represents an implementation of those methods suggested in Abadie, Diamond,and Hainmueller (2010) <doi:10.1198/jasa.2009.ap08746> for use in Synthetic Control Analysis.
Version: | 0.3.2.1 |
Depends: | R (≥ 3.5), future (≥ 1.6.2) |
Imports: | ggplot2, Synth, stringr, stats, cvTools, furrr, dplyr, purrr, magrittr |
Suggests: | testthat (≥ 3.0.0), knitr, tidyr, rmarkdown |
Published: | 2022-06-09 |
Author: | Bruno Castanho Silva [aut, cre], Michael DeWitt [aut] |
Maintainer: | Bruno Castanho Silva <bcsilva at wiso.uni-koeln.de> |
BugReports: | https://github.com/bcastanho/SCtools/issues |
License: | GPL-3 |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | SCtools results |
Reference manual: | SCtools.pdf |
Vignettes: |
SCM Case Study on Alcohol Consumption Replicating the Basque Study |
Package source: | SCtools_0.3.2.1.tar.gz |
Windows binaries: | r-devel: SCtools_0.3.2.1.zip, r-release: SCtools_0.3.2.1.zip, r-oldrel: SCtools_0.3.2.1.zip |
macOS binaries: | r-release (arm64): SCtools_0.3.2.1.tgz, r-oldrel (arm64): SCtools_0.3.2.1.tgz, r-release (x86_64): not available, r-oldrel (x86_64): SCtools_0.3.2.1.tgz |
Old sources: | SCtools archive |
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