rbeta_ab_rep_fc: Gibbs sampling of additive row and column effects and...

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

Gibbs sampling of additive row and column effects and regression coefficient with independent replicate relational data

Description

Simulates from the joint full conditional distribution of (a,b,beta), assuming same additive row and column effects and regression coefficient across replicates.

Usage

rbeta_ab_rep_fc(Z.T,Sab,rho,X.T,s2=1)

Arguments

Z.T	n x n x T array, with the third dimension for replicates. Each slice of the array is a (latent) normal relational matrix, with multiplicative effects subtracted out
Sab	row and column covariance
rho	dyadic correlation
X.T	n x n x p x T covariate array
s2	dyadic variance

Value

beta	regression coefficients
a	additive row effects
b	additive column effects

Author(s)

Peter Hoff, Yanjun He

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