Package: tvbounds 0.1.1
tvbounds: Sensitivity Analysis and Bounds under Total Variation Neighborhoods
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.
Authors:
tvbounds_0.1.1.tar.gz
tvbounds_0.1.1.zip(r-4.7-any)tvbounds_0.1.1.zip(r-4.6-any)tvbounds_0.1.1.zip(r-4.5-any)
tvbounds_0.1.1.tgz(r-4.6-any)tvbounds_0.1.1.tgz(r-4.5-any)
tvbounds_0.1.1.tar.gz(r-4.7-any)tvbounds_0.1.1.tar.gz(r-4.6-any)
tvbounds_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tvbounds/json (API)
| # Install 'tvbounds' in R: |
| install.packages('tvbounds', repos = c('https://filippopalomba.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:1156b0c434. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 129 | ||
| source / vignettes | OK | 168 | ||
| linux-release | OK | 112 | ||
| macos-release | OK | 153 | ||
| macos-oldrel | OK | 218 | ||
| windows-devel | OK | 96 | ||
| windows-release | OK | 106 | ||
| windows-oldrel | OK | 79 | ||
| wasm-release | OK | 91 |
Exports:tvbounds_attritiontvbounds_controltvbounds_counterfactualtvbounds_plottvbounds_rivtvbounds_summary
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot sensitivity bounds against the budget | plot.tvbounds tvbounds_plot |
| Print a tvbounds object | print.tvbounds |
| Print a tvbounds summary | print.tvbounds_summary |
| Summary measures for total-variation sensitivity bounds | summary.tvbounds tvbounds_summary |
| Sensitivity bounds for randomized experiments with attrition | tvbounds_attrition |
| Control options for the counterfactual solver | tvbounds_control |
| Sensitivity bounds for counterfactual predictions in structural models | tvbounds_counterfactual |
| Sensitivity bounds for recentered instrumental variables | tvbounds_riv |