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

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

Peter Hoff, Yanjun He