Package: pensynth 0.8.0
pensynth: Penalized Synthetic Control Estimation
Estimate penalized synthetic control models and perform hold-out validation to determine their penalty parameter. This method is based on the work by Abadie & L'Hour (2021) <doi:10.1080/01621459.2021.1971535>. Penalized synthetic controls smoothly interpolate between one-to-one matching and the synthetic control method.
Authors:
pensynth_0.8.0.tar.gz
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pensynth.pdf |pensynth.html✨
pensynth/json (API)
| # Install 'pensynth' in R: |
| install.packages('pensynth', repos = c('https://vankesteren.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/vankesteren/pensynth/issues
Last updated 3 hours agofrom:14d6b82189. Checks:1 OK, 8 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 25 2025 |
| R-4.5-win | NOTE | Mar 25 2025 |
| R-4.5-mac | NOTE | Mar 25 2025 |
| R-4.5-linux | NOTE | Mar 25 2025 |
| R-4.4-win | NOTE | Mar 25 2025 |
| R-4.4-mac | NOTE | Mar 25 2025 |
| R-4.4-linux | NOTE | Mar 25 2025 |
| R-4.3-win | NOTE | Mar 25 2025 |
| R-4.3-mac | NOTE | Mar 25 2025 |
Exports:cv_pensynthin_convex_hullpensynthplacebo_testsimulate_datasimulate_data_factorsimulate_data_synth
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hold-out validated penalized synthetic control estimator | cv_pensynth |
| Check whether treated unit is in the convex hull of donors | in_convex_hull |
| Penalized synthetic control estimator | pensynth |
| Placebo permutation test for pensynth | placebo_test placebo_test.cvpensynth placebo_test.pensynth |
| Plotting for hold-out validated penalized synthetic control objects | plot.cvpensynth |
| Plotting a pensynth permutation object | plot.pensynthtest |
| Create prediction from cvpensynth model | predict.cvpensynth |
| Create prediction from pensynth model | predict.pensynth |
| Print cvpensynth model | print.cvpensynth |
| Print pensynth model | print.pensynth |
| Simulate data according to factor model | simulate_data_factor |
| Simulate data according to synthetic control model | simulate_data simulate_data_synth |
