Other packages > Find by keyword >

Modalclust  

Hierarchical Modal Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Modalclust", "0.7")



Attach the package and use:
library("Modalclust")
Maintained by
Surajit Ray
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-11-13
Latest Update: 2018-11-14
Description:
Performs Modal Clustering (MAC) including Hierarchical Modal Clustering (HMAC) along with their parallel implementation (PHMAC) over several processors. These model-based non-parametric clustering techniques can extract clusters in very high dimensions with arbitrary density shapes. By default clustering is performed over several resolutions and the results are summarised as a hierarchical tree. Associated plot functions are also provided. There is a package vignette that provides many examples. This version adheres to CRAN policy of not spanning more than two child processes by default.
How to cite:
Surajit Ray (2010). Modalclust: Hierarchical Modal Clustering. R package version 0.7, https://cran.r-project.org/web/packages/Modalclust. Accessed 05 Aug. 2026.
Previous versions and publish date:
0.1 (2010-11-13 16:18), 0.2 (2012-01-15 12:33), 0.3 (2012-05-02 08:19), 0.4 (2013-06-25 16:13), 0.5 (2014-01-18 01:01), 0.6 (2014-05-23 18:31), (2026-07-09 08:11)
Other packages that cited Modalclust R package
View Modalclust citation profile
Other R packages that Modalclust depends, imports, suggests or enhances
Complete documentation for Modalclust
Functions, R codes and Examples using the Modalclust R package
Some associated functions: HMAC . choose.cluster . contourHMAC . cta20 . disc2d . findmid . hard.HMAC . khat.inv . mydmvnorm . oned . pHMAC . plot.hmac . soft.HMAC . summary.hmac . 
Some associated R codes: choose.cluster.R . contourHMAC.R . plot.HMAC.R . soft.HMAC.R .  Full Modalclust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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