CRAN/E | ecic

ecic

Extended Changes-in-Changes

Installation

About

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.

frederickluser.github.io/ecic/
Bug report File report

Key Metrics

Version 0.0.3
R ≥ 2.10
Published 2023-02-21 423 days ago
Needs compilation? no
License MIT
License File
CRAN checks ecic results

Downloads

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Maintainer

Maintainer

Frederic Kluser

frederic.kluser@unibe.ch

Authors

Frederic Kluser

aut / cre / cph

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ecic archive

Depends

R ≥ 2.10

Imports

furrr
future
ggplot2
patchwork
progress
progressr
stats

Suggests

tinytest