Package: freebird 1.0

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>.

Authors:Ruixuan Zhou [aut, cph], Dave Zhao [aut, cph], Layla Parast [cre]

freebird_1.0.tar.gz
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freebird.pdf |freebird.html
freebird/json (API)

# Install 'freebird' in R:
install.packages('freebird', repos = c('https://laylaparast.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.52 score 1 packages 11 scripts 209 downloads 2 exports 6 dependencies

Last updated 3 years agofrom:500717a2e0. Checks:12 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-win-x86_64OKMar 09 2025
R-4.5-mac-x86_64OKMar 09 2025
R-4.5-mac-aarch64OKMar 09 2025
R-4.5-linux-x86_64OKMar 09 2025
R-4.4-win-x86_64OKMar 09 2025
R-4.4-mac-x86_64OKMar 09 2025
R-4.4-mac-aarch64OKMar 09 2025
R-4.4-linux-x86_64OKMar 09 2025
R-4.3-win-x86_64OKMar 09 2025
R-4.3-mac-x86_64OKMar 09 2025
R-4.3-mac-aarch64OKMar 09 2025

Exports:hilmaptehd

Dependencies:larslatticeMASSMatrixRmosekscalreg