The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Estimation and inference methods for bounding average treatment effects (on the treated) that are valid under an unconfoundedness assumption. The bounds are designed to be robust in challenging situations, for example, when the conditioning variables take on a large number of different values in the observed sample, or when the overlap condition is violated. This robustness is achieved by only using limited "pooling" of information across observations. For more details, see the paper by Lee and Weidner (2021), "Bounding Treatment Effects by Pooling Limited Information across Observations," <doi:10.48550/arXiv.2111.05243>.
| Version: | 0.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | stats, mgcv |
| Suggests: | knitr, rmarkdown, testthat, ggplot2 |
| Published: | 2021-11-24 |
| Author: | Sokbae Lee [aut, cre], Martin Weidner [aut] |
| Maintainer: | Sokbae Lee <sl3841 at columbia.edu> |
| BugReports: | https://github.com/ATbounds/ATbounds-r/issues |
| License: | GPL-3 |
| URL: | https://github.com/ATbounds/ATbounds-r/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | ATbounds results |
| Reference manual: | ATbounds.pdf |
| Vignettes: |
ATbounds: An R Vignette |
| Package source: | ATbounds_0.1.0.tar.gz |
| Windows binaries: | r-devel: ATbounds_0.1.0.zip, r-release: ATbounds_0.1.0.zip, r-oldrel: ATbounds_0.1.0.zip |
| macOS binaries: | r-release (arm64): ATbounds_0.1.0.tgz, r-oldrel (arm64): ATbounds_0.1.0.tgz, r-release (x86_64): ATbounds_0.1.0.tgz, r-oldrel (x86_64): ATbounds_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=ATbounds to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.