Package: causalsens 0.1.3
causalsens: Selection Bias Approach to Sensitivity Analysis for Causal Effects
The causalsens package provides functions to perform sensitivity analyses and to study how various assumptions about selection bias affects estimates of causal effects.
Authors:
causalsens_0.1.3.tar.gz
causalsens_0.1.3.zip(r-4.5)causalsens_0.1.3.zip(r-4.4)causalsens_0.1.3.zip(r-4.3)
causalsens_0.1.3.tgz(r-4.4-any)causalsens_0.1.3.tgz(r-4.3-any)
causalsens_0.1.3.tar.gz(r-4.5-noble)causalsens_0.1.3.tar.gz(r-4.4-noble)
causalsens_0.1.3.tgz(r-4.4-emscripten)causalsens_0.1.3.tgz(r-4.3-emscripten)
causalsens.pdf |causalsens.html✨
causalsens/json (API)
| # Install 'causalsens' in R: |
| install.packages('causalsens', repos = c('https://mattblackwell.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mattblackwell/causalsens/issues
Datasets:
- lalonde.exp - Experimental data from the job training program first studied by LaLonde
- lalonde.psid - Non-experimental data from Lalonde
Last updated 6 months agofrom:be0b5376c8. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 14 2024 |
| R-4.5-win | OK | Sep 14 2024 |
| R-4.5-linux | OK | Sep 14 2024 |
| R-4.4-win | OK | Sep 14 2024 |
| R-4.4-mac | OK | Sep 14 2024 |
| R-4.3-win | OK | Sep 14 2024 |
| R-4.3-mac | OK | Sep 14 2024 |
Exports:alignmentalignment.attcausalsensone.sidedone.sided.att
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate sensitivity of causal estimates to unmeasured confounding. | causalsens |
| Experimental data from the job training program first studied by LaLonde (1986) | lalonde.exp |
| Non-experimental data from Lalonde (1986) | lalonde.psid |
| Confounding functions | alignment alignment.att one.sided one.sided.att |
| Plot a causal sensitivity analysis. | plot.causalsens |
