Package: informedSen 1.0.7
Paul R Rosenbaum
informedSen: Sensitivity Analysis Informed by a Test for Bias
After testing for biased treatment assignment in an observational study using an unaffected outcome, the sensitivity analysis is constrained to be compatible with that test. The package uses the optimization software gurobi obtainable from <https://www.gurobi.com/>, together with its associated R package, also called gurobi; see: <https://www.gurobi.com/documentation/7.0/refman/installing_the_r_package.html>. The method is a substantial computational and practical enhancement of a concept introduced in Rosenbaum (1992) Detecting bias with confidence in observational studies Biometrika, 79(2), 367-374 <doi:10.1093/biomet/79.2.367>.
Authors:
informedSen_1.0.7.tar.gz
informedSen_1.0.7.zip(r-4.7)informedSen_1.0.7.zip(r-4.6)informedSen_1.0.7.zip(r-4.5)
informedSen_1.0.7.tgz(r-4.6-any)informedSen_1.0.7.tgz(r-4.5-any)
informedSen_1.0.7.tar.gz(r-4.7-any)informedSen_1.0.7.tar.gz(r-4.6-any)
informedSen_1.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
informedSen/json (API)
| # Install 'informedSen' in R: |
| install.packages('informedSen', repos = c('https://cranhaven.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cranhaven/cranhaven.r-universe.dev/issues
- HDL - Light Daily Alcohol and HDL Cholesterol Levels
Last updated from:d8cd4a16f1 (on package/informedSen). Checks:9 OK. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 102 | ||
| source / vignettes | OK | 197 | ||
| linux-release-x86_64 | OK | 95 | ||
| macos-release-arm64 | OK | 86 | ||
| macos-oldrel-arm64 | OK | 97 | ||
| windows-devel | OK | 88 | ||
| windows-release | OK | 80 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 93 |
Exports:informedsensenmscores
Dependencies:sensitivitymult
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Sensitivity Analysis Informed by a Test for Bias | informedSen-package informedSen |
| Light Daily Alcohol and HDL Cholesterol Levels | HDL |
| Sensitivity Analysis Informed by a Test for Unmeasured Bias | informedsen |
| Computes M-scores for M-tests. | senmscores |
