Implements the sensitivity analysis framework of Palomba (2026) "Sensitivity Analysis in Population Shares" <https://filippopalomba.github.io/#jmp> for randomized experiments with attrition, counterfactuals in structural models, and recentered instrumental variables. Computes and plots sensitivity bounds together with their confidence intervals and robustness summary measures.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | ggplot2 (≥ 3.4.0), stats, utils, withr |
| Suggests: | JuliaCall, testthat (≥ 3.1.5), knitr, rmarkdown |
| Published: | 2026-09-10 |
| DOI: | 10.32614/CRAN.package.tvbounds |
| Author: | Filippo Palomba [aut, cre, cph] |
| Maintainer: | Filippo Palomba <fpalomba at princeton.edu> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| SystemRequirements: | For tvbounds_counterfactual(): Julia (>= 1.9) and the Artelys KNITRO solver with a valid license. |
| Materials: | NEWS |
| CRAN checks: | tvbounds results |
| Reference manual: | tvbounds.html , tvbounds.pdf |
| Vignettes: |
Sensitivity Analysis with tvbounds (source, R code) |
| Package source: | tvbounds_0.1.1.tar.gz |
| Windows binaries: | r-devel: tvbounds_0.1.1.zip, r-release: not available, r-oldrel: tvbounds_0.1.1.zip |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): tvbounds_0.1.1.tgz, r-release (x86_64): tvbounds_0.1.1.tgz, r-oldrel (x86_64): tvbounds_0.1.1.tgz |
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