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RHclust  

Vector in Partition
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RHclust", "2.0.0")



Attach the package and use:
library("RHclust")
Maintained by
Joseph Handwerker
[Scholar Profile | Author Map]
First Published: 2021-05-06
Latest Update: 2023-08-15
Description:
Non-parametric clustering of joint pattern multi-genetic/epigenetic factors. This package contains functions designed to cluster subjects based on gene features including single nucleotide polymorphisms (SNPs), DNA methylation (CPG), gene expression (GE), and covariate data. The novel concept follows the general K-means (Hartigan and Wong (1979) framework but uses weighted Euclidean distances across the gene features to cluster subjects. This approach is unique in that it attempts to capture all pairwise interactions in an effort to cluster based on their complex biological interactions.
How to cite:
Joseph Handwerker (2021). RHclust: Vector in Partition. R package version 2.0.0, https://cran.r-project.org/web/packages/RHclust. Accessed 16 Mar. 2025.
Previous versions and publish date:
1.0.0 (2021-05-06 11:00), 1.1.0 (2022-06-17 01:30)
Other packages that cited RHclust R package
View RHclust citation profile
Other R packages that RHclust depends, imports, suggests or enhances
Complete documentation for RHclust
Functions, R codes and Examples using the RHclust R package
Some associated functions: BinaryClass . SimData . VIP . VIPnoCPG . VIPnoSNP . 
Some associated R codes: BinaryClass.R . SimData.R . VIP.R . VIPnoCPG.R . VIPnoSNP.R .  Full RHclust package functions and examples
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