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

Source: R/rbeta_ab_rep_fc.R

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

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

Peter Hoff, Yanjun He