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    Steve Horvath.
    Networks and fundamental concepts -- Approximately factorizable networks -- Different types of network concepts -- Adjacency functions and their topological effects -- Correlation and gene co-expression networks -- Geometric interpretation of correlation networks using the singular value decomposition -- Constructing networks from matrices -- Clustering procedures and module detection -- Evaluating whether a module is preserved in another network -- Association measures and statistical significance measures -- Structural equation models and directed networks -- Integrated weighted correlation network analysis of mouse liver gene expression data -- Networks based on regression models and prediction methods -- Networks between categorical or discretized numeric variables -- Network based on the joint probability distribution of random varaibles.
    Digital Access  Springer 2011