Package: ecic 0.0.3

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_0.0.3.tar.gz
ecic_0.0.3.zip(r-4.5)ecic_0.0.3.zip(r-4.4)ecic_0.0.3.zip(r-4.3)
ecic_0.0.3.tgz(r-4.4-any)ecic_0.0.3.tgz(r-4.3-any)
ecic_0.0.3.tar.gz(r-4.5-noble)ecic_0.0.3.tar.gz(r-4.4-noble)
ecic_0.0.3.tgz(r-4.4-emscripten)ecic_0.0.3.tgz(r-4.3-emscripten)
ecic.pdf |ecic.html✨
ecic/json (API)
NEWS

Peer review:

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

On CRAN:

2 exports 4 stars 1.02 score 42 dependencies 3 scripts 257 downloads

Last updated 2 years agofrom:37bd3561d0. Checks:OK: 7. Indexed: yes.

Exports:ecicecic_plot

Dependencies:clicodetoolscolorspacecrayondigestfansifarverfurrrfutureggplot2globalsgluegtablehmsisobandlabelinglatticelifecyclelistenvmagrittrMASSMatrixmgcvmunsellnlmeparallellypatchworkpillarpkgconfigprettyunitsprogressprogressrpurrrR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr