Hypothesis Tests for Association Between Subgroups in Two Data Views

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Documentation for package ‘multiviewtest’ version 2.0.1

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multiviewtest-package multiviewtest: Hypothesis tests for association between subgroups in two data views.
mv_gmm_gen Generates data from a multi-view Gaussian mixture model
mv_memberships_gen Generates multi-view subgroup memberships
mv_sbm_gen Generates data from a stochastic block model for multiple network data views
mv_sbm_gmm_gen Generates data from a stochastic block model for a network view and a multivariate view
optimize_over_Pi Exponentiated gradient descent for estimating Pi
pl_est_com Fits the stochastic block model using maximum pseudolikelihood estimation
test_indep_clust Pseudo likelihood ratio test for dependent clusterings
test_indep_clust_subset Pseudo likelihood ratio test for independence of clusterings
test_indep_com Pseudo pseudolikelihood ratio test for dependent communities
test_indep_com_clust Pseudo pseudolikelihood ratio test for association between communities in a network view and clusters in a multivariate view