Additive and Multiplicative Effects Models for Networks and Relational Data

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) , Wong (1982) ), and multiplicative factor models (Hoff(2009) ). 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) . Development of this software was supported in part by NIH grant R01HD067509.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("amen")

1.4.4 by Peter Hoff, 9 months ago


https://github.com/pdhoff/amen


Report a bug at https://github.com/pdhoff/amen/issues


Browse source code at https://github.com/cran/amen


Authors: Peter Hoff [aut, cre] , Bailey Fosdick [aut] , Alex Volfovsky [aut] , Yanjun He [ctb]


Documentation:   PDF Manual  


GPL-3 license


Suggests coda, network, knitr, rmarkdown


Enhanced by srm.


See at CRAN