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freebird (version 1.0)

Estimation and Inference for High Dimensional Mediation and Surrogate Analysis

Description

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) and Zhou et al (2020) . This package relies on the optimization software 'MOSEK', .

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Version

Install

install.packages('freebird')

Monthly Downloads

168

Version

1.0

License

GPL (>= 2)

Maintainer

Layla Parast

Last Published

September 27th, 2022

Functions in freebird (1.0)

ptehd

Proportion of treatment effect explained by high-dimensional surrogates
hilma

Estimation and Inference for High Dimensional Mediation Analysis