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-4.5-any)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
- lalonde.exp - Experimental data from the job training program first studied by LaLonde
- lalonde.psid - Non-experimental data from Lalonde
Last updated 12 months agofrom:be0b5376c8. Checks:8 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 11 2025 |
| R-4.5-win | OK | Feb 11 2025 |
| R-4.5-mac | OK | Feb 11 2025 |
| R-4.5-linux | OK | Feb 11 2025 |
| R-4.4-win | OK | Feb 11 2025 |
| R-4.4-mac | OK | Feb 11 2025 |
| R-4.3-win | OK | Feb 11 2025 |
| R-4.3-mac | OK | Feb 11 2025 |
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 |
