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monoClust

Perform Monothetic Clustering with Extensions to Circular Data

v1.2.1 · Feb 15, 2021 · GPL (>= 2)

Description

Implementation of the Monothetic Clustering algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.

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CRAN Check Status

14 NOTE
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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 NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                               ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                       ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; 
...[truncated]...
        ^
checkRd: (-1) circ_dist.Rd:21: Lost braces; missing escapes or markup?
    21 | The distance between two observations {i} and {j} of a circular variable {q}
       |                                                                          ^

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies cluster doParallel dplyr foreach ggplot2 permute purrr (>= 0.3.0) rlang stringr tibble (>= 3.0.0) tidyr puls monoClust

Version History

new 1.2.1 Mar 10, 2026
updated 1.2.1 ← 1.2.0 diff Feb 14, 2021
updated 1.2.0 ← 1.1.0 diff Nov 23, 2020
updated 1.1.0 ← 1.0.0 diff Nov 16, 2020
new 1.0.0 Nov 5, 2020