Package: ecic 0.0.4

ecic: Extended Changes-in-Changes

Extends the Changes-in-Changes model a la Athey and Imbens (2006) <doi:10.1111/j.1468-0262.2006.00668.x> to multiple cohorts and time periods, which generalizes difference-in-differences estimation techniques to the entire distribution. Computes quantile treatment effects for every possible two-by-two combination in ecic(). Then, aggregating all bootstrap runs adds the standard errors in summary_ecic(). Results can be plotted with plot_ecic() aggregated over all cohort-group combinations or in an event-study style for either individual periods or individual quantiles.

Authors:Frederic Kluser [aut, cre, cph]

ecic_0.0.4.tar.gz
ecic_0.0.4.zip(r-4.7-any)ecic_0.0.4.zip(r-4.6-any)ecic_0.0.4.zip(r-4.5-any)
ecic_0.0.4.tgz(r-4.6-any)ecic_0.0.4.tgz(r-4.5-any)
ecic_0.0.4.tar.gz(r-4.7-any)ecic_0.0.4.tar.gz(r-4.6-any)
ecic_0.0.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ecic/json (API)

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

Bug tracker:https://github.com/frederickluser/ecic/issues

Pkgdown/docs site:https://frederickluser.github.io

Datasets:
  • dat - Simulated sample data

On CRAN:

Conda:

3.40 score 5 stars 7 scripts 365 downloads 2 exports 33 dependencies

Last updated from:3867ce3fe3. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK150
source / vignettesOK179
linux-releaseOK148
macos-releaseOK112
macos-oldrelOK137
windows-develOK92
windows-releaseOK98
windows-oldrelOK94
wasm-releaseOK97

Exports:ecicecic_plot

Dependencies:clicodetoolscpp11crayondigestfarverfurrrfutureggplot2globalsgluegtablehmsisobandlabelinglifecyclelistenvmagrittrparallellypatchworkpkgconfigprettyunitsprogressprogressrpurrrR6RColorBrewerrlangS7scalesvctrsviridisLitewithr