Gmcmc {rgm}

Graph MCMC Sampler

Description

Performs Markov Chain Monte Carlo (MCMC) sampling on a graph model.

Usage

Gmcmc(
  G,
  X = NULL,
  iter = 1000,
  alpha = NULL,
  theta = NULL,
  loc = NULL,
  burnin = 0
)

Arguments

G

Graph adjacency matrix.

X

Optional matrix of covariates.

iter

Number of MCMC iterations to perform.

alpha

Initial values for alpha parameters.

theta

Initial values for theta parameters.

loc

Initial locations for nodes in the graph.

burnin

Number of burn-in iterations.

Value

A list containing samples of alpha, loc, and possibly theta.