amen-package: Additive and Multiplicative Effects Models for Networks and...

In amen: Additive and Multiplicative Effects Models for Networks and Relational Data

Additive and Multiplicative Effects Models for Networks and Relational Data

Description

Analysis of 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 effects (Hoff(2009)). Four different link functions accommodate different relational data structures, including binary/network data (bin), normal relational data (nrm), ordinal relational data (ord) and data from fixed-rank nomination schemes (frn). Several of these link functions are discussed in Hoff, Fosdick, Volfovsky and Stovel (2013). Development of this software was supported in part by NICHD grant R01HD067509.

Details

Package:	amen
Type:	Package
Version:	1.4.4
Date:	2020-12-01
License:	GPL-3

Author(s)

Peter Hoff, Bailey Fosdick, Alex Volfovsky, Yanjun He

Maintainer: Peter Hoff <[e-mail]>

See Also

Useful links:

• https://github.com/pdhoff/amen

• Report bugs at https://github.com/pdhoff/amen/issues

Examples

data(YX_frn)
fit<-ame(YX_frn$Y,YX_frn$X,burn=5,nscan=5,odens=1,family="frn")

summary(fit)

plot(fit) 

amen documentation built on May 29, 2024, 9:58 a.m.