Package: icsw 1.0.0
icsw: Inverse Compliance Score Weighting
Provides the necessary tools to estimate average treatment effects with an instrumental variable by re-weighting observations using a model of compliance.
Authors:
icsw_1.0.0.tar.gz
icsw_1.0.0.zip(r-4.5)icsw_1.0.0.zip(r-4.4)icsw_1.0.0.zip(r-4.3)
icsw_1.0.0.tgz(r-4.4-any)icsw_1.0.0.tgz(r-4.3-any)
icsw_1.0.0.tar.gz(r-4.5-noble)icsw_1.0.0.tar.gz(r-4.4-noble)
icsw_1.0.0.tgz(r-4.4-emscripten)icsw_1.0.0.tgz(r-4.3-emscripten)
icsw.pdf |icsw.html✨
icsw/json (API)
| # Install 'icsw' in R: |
| install.packages('icsw', repos = c('https://kylepeyton.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/kylepeyton/icsw/issues
Datasets:
- FoxDebate - The effects of watching a Fox debate on Proposition 209.
Last updated 7 years agofrom:7650fc03ed. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 01 2024 |
| R-4.5-win | OK | Nov 01 2024 |
| R-4.5-linux | OK | Nov 01 2024 |
| R-4.4-win | OK | Nov 01 2024 |
| R-4.4-mac | OK | Nov 01 2024 |
| R-4.3-win | OK | Nov 01 2024 |
| R-4.3-mac | OK | Nov 01 2024 |
Exports:clip.small.probscompliance.scoreicsw.tslsicsw.tsls.fittsls.wfit
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Inverse compliance score weighting | icsw-package icsw |
| Replace probabilities below threshold with threshold value | clip.small.probs |
| Estimate compliance scores using covariates. | compliance.score |
| The effects of watching a Fox debate on Proposition 209. | FoxDebate |
| Two-stage least squares with inverse complier score weighting | icsw.tsls icsw.tsls.fit |
| Fit instrumental variables model via two-stage least squares, with weights. | tsls.wfit |
