Package: nonabsdid 0.3.0
Takuma Iwasaki
nonabsdid: Visualize Heterogeneity-Robust Event Studies for Non-Absorbing Treatments
Runs several heterogeneity-robust difference-in-differences (DID) event-study estimators for non-absorbing (i.e., treatment can switch on and off) binary treatments through their own packages, harmonizes their output onto a common time axis and tidy data structure, and overlays them in a single 'ggplot2' panel for visual comparison. Supported estimators include those provided by 'DIDmultiplegtDYN', 'PanelMatch', and 'fect', with an optional naive two-way fixed-effects reference series via 'fixest'. A single 'nabs_event_study()' wrapper runs any supported estimator with a common interface; 'nabs_event_study_simple()' provides a one-line front door for quick exploratory runs; the S3 generic 'as_nabs_event_study()' coerces estimator output into a tidy tibble with a stable schema; and 'nabs_event_plot()' overlays multiple methods on a single 'ggplot2' panel, with optional naive two-way fixed effects drawn in a neutral color as a reference.
Authors:
nonabsdid_0.3.0.tar.gz
nonabsdid_0.3.0.zip(r-4.7)nonabsdid_0.3.0.zip(r-4.6)nonabsdid_0.3.0.zip(r-4.5)
nonabsdid_0.3.0.tgz(r-4.6-any)nonabsdid_0.3.0.tgz(r-4.5-any)
nonabsdid_0.3.0.tar.gz(r-4.7-any)nonabsdid_0.3.0.tar.gz(r-4.6-any)
nonabsdid_0.3.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
nonabsdid/json (API)
| # Install 'nonabsdid' in R: |
| install.packages('nonabsdid', repos = c('https://takuma1102.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/takuma1102/nonabsdid/issues
Last updated from:de82eee079. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 156 | ||
| source / vignettes | OK | 201 | ||
| linux-release-x86_64 | OK | 142 | ||
| macos-release-arm64 | OK | 105 | ||
| macos-oldrel-arm64 | OK | 101 | ||
| windows-devel | OK | 96 | ||
| windows-release | OK | 122 | ||
| windows-oldrel | OK | 91 | ||
| wasm-release | OK | 133 |
Exports:as_nabs_event_studynabs_event_plotnabs_event_studynabs_event_study_simplenaive_twfe
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Coerce an estimator result to a tidy event-study tibble | as_nabs_event_study as_nabs_event_study.did_multiplegt_dyn as_nabs_event_study.fect as_nabs_event_study.fixest as_nabs_event_study.list as_nabs_event_study.nabs_event_study_result as_nabs_event_study.nabs_event_study_simple as_nabs_event_study.PanelEstimate |
| Plot one or more event-study tibbles on a single panel | nabs_event_plot |
| Run an event-study estimator with a unified interface | nabs_event_study |
| One-line exploratory front door for non-absorbing event studies | nabs_event_study_simple |
| Estimate a naive two-way fixed-effects (TWFE) event study | naive_twfe |