Exponential random graph models with big networks: Maximum pseudolikelihood estimation and the parametric bootstrap.
Christian S. SchmidBruce A. DesmaraisPublished in: IEEE BigData (2017)
Keyphrases
- random graph models
- network structure
- social networks
- micro level
- parameter estimation
- parametric models
- network analysis
- complex networks
- web graph
- artificial intelligence
- maximum likelihood
- semi parametric
- cross validation
- conditional random fields
- data analysis
- social network analysis
- information technology
- markov networks
- computational model
- model selection
- information criterion
- least squares
- social media