Overview | Installation | Step 1: Simulate Data | Step 2: Estimate ATT(g,t) | Step 3: Pre-Treatment Falsification Test | Step 4: Aggregate into Event Study | Step 5: Cohort-Level Aggregation | Step 6: Spillover Estimates | Bandwidth Selection | References
Package: rdstagger 0.1.0
rdstagger: Staggered Regression Discontinuity with Network Interference
Implements a unified framework combining staggered difference-in-differences with regression discontinuity designs and network interference. Extends Callaway and Sant'Anna (2021) <doi:10.1016/j.jeconom.2020.12.001> to settings where treatment assignment is determined by a running variable crossing a cutoff, adoption timing is heterogeneous across units, and spillover effects operate through a known network structure. Provides group-time average treatment effects (direct and spillover), aggregation schemes, bandwidth selection, and pre-treatment falsification tests.
Authors:
rdstagger_0.1.0.tar.gz
rdstagger_0.1.0.zip(r-4.7-any)rdstagger_0.1.0.zip(r-4.6-any)rdstagger_0.1.0.zip(r-4.5-any)
rdstagger_0.1.0.tgz(r-4.6-any)rdstagger_0.1.0.tgz(r-4.5-any)
rdstagger_0.1.0.tar.gz(r-4.7-any)rdstagger_0.1.0.tar.gz(r-4.6-any)
rdstagger_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
rdstagger/json (API)
| # Install 'rdstagger' in R: |
| install.packages('rdstagger', repos = c('https://causalfragility-lab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/causalfragility-lab/rdstagger/issues
Last updated from:36a3c11fee. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 159 | ||
| source / vignettes | OK | 165 | ||
| linux-release-x86_64 | OK | 149 | ||
| macos-release-arm64 | OK | 86 | ||
| macos-oldrel-arm64 | OK | 80 | ||
| windows-devel | OK | 101 | ||
| windows-release | OK | 88 | ||
| windows-oldrel | OK | 89 | ||
| wasm-release | OK | 111 |
Exports:rdstagger_aggrdstagger_attgtrdstagger_bwrdstagger_pretestrdstagger_spilloversim_rdstagger
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglatticelifecycleMASSR6RColorBrewerrdrobustrlangS7sandwichscalesvctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| rdstagger: Staggered Regression Discontinuity with Network Interference | rdstagger-package rdstagger |
| Plot Aggregated ATT Estimates | plot.rdstagger_agg |
| Aggregate ATT(g,t) Estimates | rdstagger_agg |
| Estimate Group-Time Average Treatment Effects in Staggered RD | rdstagger_attgt |
| Bandwidth Selection for Staggered RD | rdstagger_bw |
| Pre-Treatment Falsification Tests for Staggered RD | rdstagger_pretest |
| Estimate Spillover Effects in Staggered RD | rdstagger_spillover |
| Simulate a Staggered RD Panel Dataset with Network Interference | sim_rdstagger |
