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octopucs  

Statistical Support for Hierarchical Clusters
View on CRAN: Click here


Download and install octopucs package within the R console
Install from CRAN:
install.packages("octopucs")

Install from Github:
library("remotes")
install_github("cran/octopucs")

Install by package version:
library("remotes")
install_version("octopucs", "0.1.1")



Attach the package and use:
library("octopucs")
Maintained by
Roger Guevara
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-28
Latest Update: 2024-07-28
Description:
Generates n hierarchical clustering hypotheses on subsets of classifiers (usually species in community ecology studies). The n clustering hypotheses are combined to generate a generalized cluster, and computes three metrics of support. 1) The average proportion of elements conforming the group in each of the n clusters (integrity). And 2) the contamination, i.e., the average proportion of elements from other groups that enter a focal group. 3) The probability of existence of the group gives the integrity and contamination in a Bayesian approach.
How to cite:
Roger Guevara (2024). octopucs: Statistical Support for Hierarchical Clusters. R package version 0.1.1, https://cran.r-project.org/web/packages/octopucs. Accessed 06 Jan. 2025.
Previous versions and publish date:
0.1.0 (2024-07-28 22:30)
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