Skip to content

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.

Downloads

211

Last 30 days

15651st

211

Last 90 days

211

Last year

CRAN Check Status

14 NOTE
Show all 14 flavors
Flavor Status
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 9, 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; 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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 
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 | 

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 9, 2026