GridOnClusters: Cluster-Preserving Multivariate Joint Grid Discretization

Discretize multivariate continuous data using a grid that captures the joint distribution via preserving clusters in the original data (Wang et al. 2020). Joint grid discretization is applicable as a data transformation step to prepare data for model-free inference of association, function, or causality.

Package details

AuthorJiandong Wang [aut], Sajal Kumar [aut] (<>), Joe Song [aut, cre] (<>)
MaintainerJoe Song <>
LicenseLGPL (>= 3)
Package repositoryView on CRAN
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GridOnClusters documentation built on Sept. 16, 2020, 1:08 a.m.