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.
- Version0.0.4
- R versionR (≥ 2.10)
- LicenseMIT
- Needs compilation?No
- Last release01/20/2025
Documentation
Team
Frederic Kluser
MaintainerShow author details
Insights
Last 30 days
This package has been downloaded 220 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 7 times.
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Last 365 days
This package has been downloaded 2,713 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jan 24, 2025 with 51 downloads.
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Dependencies
- Imports6 packages
- Suggests1 package