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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.

Versions across snapshots

VersionRepositoryFileSize
0.0.4 rolling source/ R- ecic_0.0.4.tar.gz 559.3 KiB
0.0.4 latest source/ R- ecic_0.0.4.tar.gz 559.3 KiB
0.0.4 2026-04-09 windows/windows R-4.5 ecic_0.0.4.zip 590.8 KiB

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