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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, <doi:10.48550/arXiv.1410.7217> for details.
| Version: | 1.0.1 |
| Depends: | lme4, nlme, optimx, MASS, car |
| Published: | 2017-08-23 |
| DOI: | 10.32614/CRAN.package.macc |
| 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 |
| Reference manual: | macc.pdf |
| Package source: | macc_1.0.1.tar.gz |
| Windows binaries: | r-devel: macc_1.0.1.zip, r-release: macc_1.0.1.zip, r-oldrel: macc_1.0.1.zip |
| macOS binaries: | r-release (arm64): macc_1.0.1.tgz, r-oldrel (arm64): macc_1.0.1.tgz, r-release (x86_64): macc_1.0.1.tgz, r-oldrel (x86_64): macc_1.0.1.tgz |
| Old sources: | macc archive |
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These binaries (installable software) and packages are in development.
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