Integrative Clustering for Heterogeneous Biomedical Datasets
Estimate sizes of clusters from global cluster assignments.
Compute the posterior co-clustering matrix from global cluster assignm...
Clusternomics: Context-dependent clustering
Fit an empirical Bayes prior to the data
Generate a basic prior distribution for the datasets.
Generate simulated 1D dataset for testing
Generate simulated 2D dataset for testing
Estimate number of clusters from global cluster assignments.
Integrative context-dependent clustering for heterogeneous biomedical datasets. Identifies local clustering structures in related datasets, and a global clusters that exist across the datasets.
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