MultiplexSBM_fit: R6 Class definition of a Multiplex SBM fit

Description Details Super classes Active bindings Methods

Description

R6 Class definition of a Multiplex SBM fit

R6 Class definition of a Multiplex SBM fit

Details

This class is designed to give a representation and adjust a Multiplex SBM fitted with GREMLIN.

The list of parameters estimOptions essentially tunes the optimization process and the variational EM algorithm, with the following parameters

Super classes

sbm::SBM -> sbm::MultipartiteSBM -> sbm::MultipartiteSBM_fit -> MultiplexSBM_fit

Active bindings

dependentNetwork

: connection parameters in each network

Methods

Public methods

Inherited methods

Method new()

constructor for Multiplex SBM

Usage
MultiplexSBM_fit$new(netList, dependentNet = FALSE)
Arguments
netList

list of SBM object with

dependentNet

boolean indicating whether dependence is assumed between networks beyond the common dependence on the latent variables


Method optimize()

estimation of multipartiteSBM via GREMLINS

Usage
MultiplexSBM_fit$optimize(estimOptions)
Arguments
estimOptions

options for MultipartiteBM


Method clone()

The objects of this class are cloneable with this method.

Usage
MultiplexSBM_fit$clone(deep = FALSE)
Arguments
deep

Whether to make a deep clone.


GrossSBM/sbm documentation built on April 8, 2021, 5:53 a.m.