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HCD

Hierarchical Community Detection by Recursive Partitioning

v1.0 · Feb 2, 2024 · GPL (>= 2)

Description

Hierarchical community detection on networks by a recursive spectral partitioning strategy, which is shown to be effective and efficient in Li, Lei, Bhattacharyya, Sarkar, Bickel, and Levina (2018) <arXiv:1810.01509>. The package also includes a data generating function for a binary tree stochastic block model, a special case of stochastic block model that admits hierarchy between communities.

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

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
ERROR 11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
ERROR r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tianxi Li <tianxili@umn.edu>’

The Description field contains
  <arXiv:1810.01509>. The package also includes a data generating
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies Matrix randnet RSpectra irlba data.tree data.table stringr dendextend GRANDpriv HCD

Version History

3 tracked
new 1.0 Mar 10, 2026
updated 1.0 ← 0.1 diff Feb 1, 2024
new 0.1 Aug 23, 2019