sim.BA: Simulation-Based Bias Analysis for Observational Studies
Allows user to conduct a simulation based quantitative bias analysis using covariate structures generated with individual-level data to characterize the bias arising from unmeasured confounding. Users can specify their desired data generating mechanisms to simulate data and quantitatively summarize findings in an end-to-end application using this package.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | chk (≥ 0.9.1), cobalt (≥ 4.5.3), ggplot2 (≥ 3.4.4), scales (≥ 1.3.0), pbapply (≥ 1.7-2), rlang (≥ 1.1.3), stats, survival, utils |
| Suggests: | MatchIt (≥ 4.5.5), WeightIt (≥ 0.14.2), parallel, openxlsx (≥ 4.2.5.2), knitr, rmarkdown |
| Published: | 2024-04-22 |
| DOI: | 10.32614/CRAN.package.sim.BA |
| Author: | Rishi Desai  [aut,
cre],
Noah Greifer
[aut] |
| Maintainer: | Rishi Desai <rdesai at bwh.harvard.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | sim.BA results |
Documentation:
| Reference manual: | sim.BA.html , sim.BA.pdf |
| Vignettes: |
Simulation-based Bias Analysis ('sim.BA') (source, R code) |
Downloads:
| Package source: | sim.BA_0.1.0.tar.gz |
| Windows binaries: | r-devel: sim.BA_0.1.0.zip, r-release: sim.BA_0.1.0.zip, r-oldrel: sim.BA_0.1.0.zip |
| macOS binaries: | r-release (arm64): sim.BA_0.1.0.tgz, r-oldrel (arm64): sim.BA_0.1.0.tgz, r-release (x86_64): sim.BA_0.1.0.tgz, r-oldrel (x86_64): sim.BA_0.1.0.tgz |
Linking:
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