macc: Mediation Analysis of Causality under Confounding

Performs causal mediation analysis under confounding or correlated errors. This package includes a single level mediation model, a two-level mediation model, and a three-level mediation model for data with hierarchical structures. Under the two/three-level mediation model, the correlation parameter is identifiable and is estimated based on a hierarchical-likelihood, a marginal-likelihood or a two-stage method. See Zhao, Y., & Luo, X. (2014), Estimating Mediation Effects under Correlated Errors with an Application to fMRI, <arXiv:1410.7217> for details.

Package details

AuthorYi Zhao <[email protected]>, Xi Luo <[email protected]>
MaintainerYi Zhao <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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macc documentation built on May 2, 2019, 12:23 p.m.