ergmclust (version 1.0.0)

ELBO_conv_HMM_stat_undir: C++ function for updating the ELBO convergence function in a static binary undirected network.

Description

The C++ function ELBO_conv_HMM_stat_undir() updates the ELBO convergence function when the number of clusters is greater than or equal to 2 in a static binary undirected network.

Usage

ELBO_conv_HMM_stat_undir(gamma, pi, theta, network, N, K)

Arguments

gamma

Vector of current gamma (variational parameters) values.

pi

Vector of current pi (mixture proportions) values.

theta

Vector of current theta (network canonical parameters) values.

network

Array of a network adjacency matrices.

N

Number of nodes.

K

Number of clusters.

Value

Returns the value of ELBO for calculating relative error from the previous iterate that is subsequently used in the stopping criteria of the algorithm.