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.
| Version: | 
1.0.1 | 
| Depends: | 
lme4, nlme, optimx, MASS, car | 
| Published: | 
2017-08-23 | 
| Author: | 
Yi Zhao, Xi Luo | 
| Maintainer: | 
Yi Zhao  <yi_zhao at alumni.brown.edu> | 
| License: | 
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] | 
| NeedsCompilation: | 
no | 
| CRAN checks: | 
macc results | 
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