Other packages > Find by keyword >

PAMhm  

Generate Heatmaps Based on Partitioning Around Medoids (PAM)
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PAMhm", "0.1.2")



Attach the package and use:
library("PAMhm")
Maintained by
Vidal Fey
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-06
Latest Update: 2021-09-06
Description:
Data are partitioned (clustered) into k clusters "around medoids", which is a more robust version of K-means implemented in the function pam() in the 'cluster' package. The PAM algorithm is described in Kaufman and Rousseeuw (1990) . Please refer to the pam() function documentation for more references. Clustered data is plotted as a split heatmap allowing visualisation of representative "group-clusters" (medoids) in the data as separated fractions of the graph while those "sub-clusters" are visualised as a traditional heatmap based on hierarchical clustering.
How to cite:
Vidal Fey (2021). PAMhm: Generate Heatmaps Based on Partitioning Around Medoids (PAM). R package version 0.1.2, https://cran.r-project.org/web/packages/PAMhm. Accessed 28 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited PAMhm R package
View PAMhm citation profile
Other R packages that PAMhm depends, imports, suggests or enhances
Complete documentation for PAMhm
Functions, R codes and Examples using the PAMhm R package
Some associated functions: PAM.hm . PAMhm . 
Some associated R codes: PAM.hm.R . centerMatrix.R . clustNum.R . doPAMhm.R . makeClustList.R . makeXlsList.R . make_heatmap.R . make_res_folder.R . plot.PAM.R . plotAdjust.R . readPAM.R . setCol.R . setDendro.R .  Full PAMhm package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
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