Analysis of dyadic network and relational data using additive and multiplicative effects (AME) models. The basic model includes regression terms, the covariance structure of the social relations model (Warner, Kenny and Stoto (1979) <doi:10.1037/0022-3514.37.10.1742>, Wong (1982) <doi:10.2307/2287296>), and multiplicative factor models (Hoff(2009) <doi:10.1007/s10588-008-9040-4>). Several different link functions accommodate different relational data structures, including binary/network data, normal relational data, zero-inflated positive outcomes using a tobit model, ordinal relational data and data from fixed-rank nomination schemes. Several of these link functions are discussed in Hoff, Fosdick, Volfovsky and Stovel (2013) <doi:10.1017/nws.2013.17>. Development of this software was supported in part by NIH grant R01HD067509.
| Version: | 1.4.5 |
| Depends: | R (≥ 3.5.0) |
| Suggests: | coda, network, knitr, rmarkdown |
| Published: | 2024-02-20 |
| DOI: | 10.32614/CRAN.package.amen |
| Author: | Peter Hoff [aut, cre], Bailey Fosdick [aut], Alex Volfovsky [aut], Yanjun He [ctb] |
| Maintainer: | Peter Hoff <peter.hoff at duke.edu> |
| BugReports: | https://github.com/pdhoff/amen/issues |
| License: | GPL-3 |
| URL: | https://github.com/pdhoff/amen |
| NeedsCompilation: | no |
| CRAN checks: | amen results |
| Reference manual: | amen.pdf |
| Vignettes: |
Modeling a binary network outcome DIY overdispersed Poisson network model DIY modeling of a binary network outcome |
| Package source: | amen_1.4.5.tar.gz |
| Windows binaries: | r-devel: amen_1.4.5.zip, r-release: amen_1.4.5.zip, r-oldrel: amen_1.4.5.zip |
| macOS binaries: | r-release (arm64): amen_1.4.5.tgz, r-oldrel (arm64): amen_1.4.5.tgz, r-release (x86_64): amen_1.4.5.tgz, r-oldrel (x86_64): amen_1.4.5.tgz |
| Old sources: | amen archive |
| Reverse enhances: | srm |
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