Inference for Network Regression Models with Community Structure.
Mengjie PanTyler H. McCormickBailey K. FosdickPublished in: CoRR (2021)
Keyphrases
- community structure
- regression model
- complex networks
- real world networks
- community detection
- social networks
- scale free
- network structure
- overlapping communities
- network analysis
- model selection
- community detection algorithms
- regression analysis
- generalized linear models
- linear model
- regression methods
- communities in social networks
- small world
- biological networks
- target variable
- explanatory variables
- prediction model
- real world social networks
- community formation
- machine learning
- graph theory
- multiple linear regression
- multivariate regression
- regression trees
- community discovery
- probabilistic inference
- network evolution
- link prediction