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.
|Author||Yi Zhao <[email protected]>, Xi Luo <[email protected]>|
|Maintainer||Yi Zhao <[email protected]>|
|License||GPL (>= 2)|
|Package repository||View on CRAN|
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