CopSens: Copula-Based Sensitivity Analysis for Observational Causal Inference (original) (raw)
Implements the copula-based sensitivity analysis method, as discussed in Copula-based Sensitivity Analysis for Multi-Treatment Causal Inference with Unobserved Confounding <doi:10.48550/arXiv.2102.09412>, with Gaussian copula adopted in particular.
| Version: | 0.1.0 |
|---|---|
| Depends: | R (≥ 3.6.0) |
| Imports: | pcaMethods (≥ 1.78.0), CVXR (≥ 1.0), MASS (≥ 7.3-53), ggplot2 (≥ 3.3.3), stats (≥ 4.0.3), dplyr (≥ 1.0.3), tidyr (≥ 1.1.2), tidyverse (≥ 1.3.0) |
| Published: | 2022-05-12 |
| DOI: | 10.32614/CRAN.package.CopSens |
| Author: | Jiajing Zheng [aut, cre], Alexander Franks [aut], Alex D'Amour [ctb] |
| Maintainer: | Jiajing Zheng |
| License: | GPL-3 |
| URL: | https://github.com/JiajingZ/CopSens |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | CopSens results |
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