Markov Chain Monte Carlo Estimation of Exponential Random Graph Models.
Tom A. B. SnijdersPublished in: J. Soc. Struct. (2002)
Keyphrases
- markov chain monte carlo
- parameter estimation
- random graph models
- posterior distribution
- social networks
- markov chain monte carlo sampling
- markov chain
- generative model
- network structure
- monte carlo
- approximate inference
- bayesian inference
- particle filter
- maximum likelihood
- posterior probability
- model selection
- particle filtering
- em algorithm
- simulated annealing
- markov random field
- probabilistic model
- dynamic programming