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VarSelLCM

Variable Selection for Model-Based Clustering of Mixed-Type Data Set with Missing Values

v2.1.3.2 · Sep 19, 2025 · GPL (>= 2)

Description

Full model selection (detection of the relevant features and estimation of the number of clusters) for model-based clustering (see reference here <doi:10.1007/s11222-016-9670-1>). Data to analyze can be continuous, categorical, integer or mixed. Moreover, missing values can occur and do not necessitate any pre-processing. Shiny application permits an easy interpretation of the results.

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

installed package size

installed size is  8.9Mb
  sub-directories of 1Mb or more:
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.0Mb
  sub-directories of 1Mb or more:
    libs   7.8Mb

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  8.9Mb
  sub-directories of 1Mb or more:
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  9.0Mb
  sub-directories of 1Mb or more:
    libs   7.8Mb

Reverse Dependencies (3)

suggests

Dependency Network

Dependencies Reverse dependencies Rcpp mgcv ggplot2 shiny GOFclustering iClusterVB FCPS VarSelLCM

Version History

new 2.1.3.2 Mar 10, 2026
updated 2.1.3.2 ← 2.1.3.1 diff Sep 18, 2025
updated 2.1.3.1 ← 2.1.3 diff Oct 13, 2020
updated 2.1.3 ← 2.1.2 diff Aug 28, 2018
updated 2.1.2 ← 2.1.1 diff Jun 19, 2018
updated 2.1.1 ← 2.1.0 diff Apr 11, 2018
updated 2.1.0 ← 2.0.1 diff Mar 18, 2018
updated 2.0.1 ← 2.0 diff Oct 15, 2017
updated 2.0 ← 1.2 diff Sep 21, 2017
updated 1.2 ← 1.1 diff Jun 9, 2015
updated 1.1 ← 1.0 diff May 21, 2015
new 1.0 Mar 18, 2015