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GridOnClusters

Multivariate Joint Grid Discretization

v0.3.2 · Dec 12, 2025 · LGPL (>= 3)

Description

Discretize multivariate continuous data using a grid to capture the joint distribution that preserves clusters in original data. It can handle both labeled or unlabeled data. Both published methods (Wang et al 2020) <doi:10.1145/3388440.3412415> and new methods are included. Joint grid discretization can prepare data for model-free inference of association, function, or causality.

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r-devel-linux-x86_64-fedora-gcc OK
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r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
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r-release-windows-x86_64 OK
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NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.8Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  7.8Mb
  sub-directories of 1Mb or more:
    doc    2.9Mb
    libs   4.8Mb

Reverse Dependencies (1)

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Dependency Network

Dependencies Reverse dependencies Rcpp Ckmeans.1d.dp cluster fossil dqrng mclust Rdpack plotrix FunChisq GridOnClusters

Version History

new 0.3.2 Mar 10, 2026
updated 0.3.2 ← 0.1.0.2 diff Dec 11, 2025
updated 0.1.0.2 ← 0.1.0.1 diff May 26, 2025
updated 0.1.0.1 ← 0.1.0 diff May 9, 2024
updated 0.1.0 ← 0.0.8 diff Jan 27, 2022
updated 0.0.8 ← 0.0.7 diff Sep 14, 2020
updated 0.0.7 ← 0.0.6 diff Apr 5, 2020
updated 0.0.6 ← 0.0.3 diff Mar 27, 2020
new 0.0.3 Mar 19, 2020