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freebird: Estimation and Inference for High Dimensional Mediation and Surrogate Analysis
Estimates and provides inference for quantities that assess high dimensional mediation and potential surrogate markers including the direct effect of treatment, indirect effect of treatment, and the proportion of treatment effect explained by a surrogate/mediator; details are described in Zhou et al (2022) <doi:10.1002/sim.9352> and Zhou et al (2020) <doi:10.1093/biomet/asaa016>. This package relies on the optimization software 'MOSEK', <https://www.mosek.com>.
Getting started
Browse package contents
Package details |
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| Author | Ruixuan Zhou [aut, cph], Dave Zhao [aut, cph], Layla Parast [cre] |
| Maintainer | Layla Parast <parast@austin.utexas.edu> |
| License | GPL (>= 2) |
| Version | 1.0 |
| Package repository | View on CRAN |
| Installation |
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