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pivmet

Pivotal Methods for Bayesian Relabelling and k-Means Clustering

v0.6.0 · May 29, 2024 · GPL-2

Description

Collection of pivotal algorithms for: relabelling the MCMC chains in order to undo the label switching problem in Bayesian mixture models; fitting sparse finite mixtures; initializing the centers of the classical k-means algorithm in order to obtain a better clustering solution. For further details see Egidi, Pappadà, Pauli and Torelli (2018b)<ISBN:9788891910233>.

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CRAN Check Status

1 ERROR
1 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc ERROR
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 OK
r-oldrel-macos-x86_64 OK
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
Check details (15 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Leonardo Egidi <legidi@units.it>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leonardo",
                      family = "Egidi",
                      role = c("aut", "cre"),
                      email = "legidi@units.it"),
               person(given = "Roberta",
                      family = "Pappadà",
                      role = "aut"),
               person(given = "Francesco",
                      family = "Pauli",
                      role = "aut"),
               person(given = "Nicola",
                      family = "Torelli",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Leonardo Egidi <legidi@units.it>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leonardo",
                      family = "Egidi",
                      role = c("aut", "cre"),
                      email = "legidi@units.it"),
               person(given = "Roberta",
                      family = "Pappadà",
                      role = "aut"),
               person(given = "Francesco",
                      family = "Pauli",
                      role = "aut"),
               person(given = "Nicola",
                      family = "Torelli",
                      role = "aut"))
as necessary.
ERROR r-devel-linux-x86_64-debian-gcc

re-building of vignette outputs

Error(s) in re-building vignettes:
  ...
--- re-building ‘K-means_clustering_using_the_MUS_algorithm.Rmd’ using rmarkdown
[WARNING] Deprecated: --highlight-style. Use --syntax-highlighting instead.
--- finished re-building ‘K-means_clustering_using_the_MUS_algorithm.Rmd’

--- re-building ‘Relabelling_in_Bayesian_mixtures_by_pivotal_units.Rmd’ using rmarkdown

Quitting from Relabelling_in_Bayesian_mixtures_by_pivotal_units.Rmd:143-147 [pivotal_rel]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `groupD2[m, pivots[j]]`:
! incorrect number of dimensions
---
Backtrace:
    ▆
 1. └─pivmet::piv_rel(mcmc = res)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'Relabelling_in_Bayesian_mixtures_by_pivotal_units.Rmd' failed with diagnostics:
incorrect number of dimensions
--- failed re-building ‘Relabelling_in_Bayesian_mixtures_by_pivotal_units.Rmd’

SUMMARY: processing the following file failed:
  ‘Relabelling_in_Bayesian_mixtures_by_pivotal_units.Rmd’

Error: Vignette re-building failed.
Execution halted
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

*


            
OK r-oldrel-macos-x86_64

*


            
OK 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

*


            

Check History

ERROR 12 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Leonardo Egidi <legidi@units.it>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leonardo",
                      family = "Egidi",
                      role = c("aut", "cre"),
                      email = "legidi@units.it"),
               person(given = "Roberta",
                      family = "Pappadà",
                      role = "aut"),
               person(given = "Francesco",
                      family = "Pauli",
          
ERROR r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Leonardo Egidi <legidi@units.it>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Leonardo",
                      family = "Egidi",
                      role = c("aut", "cre"),
                      email = "legidi@units.it"),
               person(given = "Roberta",
                      family = "Pappadà",
                      role = "aut"),
               person(given = "Francesco",
                      family = "Pauli",
          

Dependency Network

Dependencies Reverse dependencies cluster mclust MASS corpcor runjags rstan bayesmix rjags mvtnorm bayesplot scales pivmet

Version History

new 0.6.0 Mar 10, 2026