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ccmm (version 1.0)

Compositional Mediation Model

Description

Estimate the direct and indirect (mediation) effects of treatment on the outcome when intermediate variables (mediators) are compositional and high-dimensional. Sohn, M.B. and Li, H. (2017). Compositional Mediation Analysis for Microbiome Studies. (AOAS: In revision).

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Version

Install

install.packages('ccmm')

Monthly Downloads

186

Version

1.0

License

GPL (>= 2)

Maintainer

Michael Sohn

Last Published

August 28th, 2017

Functions in ccmm (1.0)

ccmm.sa

Sensitivity analysis
ccmm.sensitivity

Sensitivity analysis
ccmm_test_data

Test Data
tide.ci.zero.rho

Bootstrap samples of TIDE with zero correlation
ccmm-package

Causal Compositional Mediation Model
ccmm

Causal Compositional Mediation Model