Other packages > Find by keyword >

optimus  

Model Based Diagnostics for Multivariate Cluster Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("optimus", "0.2.0")



Attach the package and use:
library("optimus")
Maintained by
Mitchell Lyons
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-03-24
Latest Update: 2018-01-16
Description:
Assessment and diagnostics for comparing competing clustering solutions, using predictive models. The main intended use is for comparing clustering/classification solutions of ecological data (e.g. presence/absence, counts, ordinal scores) to 1) find an optimal partitioning solution, 2) identify characteristic species and 3) refine a classification by merging clusters that increase predictive performance. However, in a more general sense, this package can do the above for any set of clustering solutions for i observations of j variables.
How to cite:
Mitchell Lyons (2017). optimus: Model Based Diagnostics for Multivariate Cluster Analysis. R package version 0.2.0, https://cran.r-project.org/web/packages/optimus. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:37), 0.1.0 (2017-03-24 14:26)
Other packages that cited optimus R package
View optimus citation profile
Other R packages that optimus depends, imports, suggests or enhances
Complete documentation for optimus
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  
MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency  
LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA