Stochastic Blockmodeling of One-Mode and Linked Networks


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Documentation for package ‘StochBlock’ version 0.1.2

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findActiveParam Finds the active model's parameters
ICLStochBlock Function that computes integrated classification likelihood based on stochastic one-mode and linked block modeling. If 'clu' is a list, the method for linked/multilevel networks is applied. The support for multirelational networks is not tested.
llStochBlock Function that computes criterion function used in stochastic one-mode and linked blockmodeling. If 'clu' is a list, the method for linked/multilevel networks is applied
stochBlock Function that performs stochastic one-mode and linked blockmodeling by optimizing a single partition. If 'clu' is a list, the method for linked/multilevel networks is applied
stochBlockKMint A function for using k-means to initialized the stochastic one-mode and linked blockmodeling.
stochBlockORP A function for optimizing multiple random partitions using stochastic one-mode and linked blockmodeling. Similar to optRandomParC, but calling stochBlock for optimizing individual partitions.
weightsMlLoglik Computes weights for parts of the multilevel network based on random errors using the SS approach with complete blocks only (compatible with k-means)