Other packages > Find by keyword >

HCV  

Hierarchical Clustering from Vertex-Links
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HCV", "1.2.0")



Attach the package and use:
library("HCV")
Maintained by
ShengLi Tzeng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-27
Latest Update: 2022-02-22
Description:
Hierarchical clustering for spatial data, which requires clustering results not only homogeneous in non-geographical features among samples but also geographically close to each other within a cluster. It modified typically used hierarchical agglomerative clustering algorithms for introducing the spatial homogeneity, by considering geographical locations as vertices and converting spatial adjacency into whether a shared edge exists between a pair of vertices (Tzeng & Hsu, 2022) . The constraints of the vertex links automatically enforce the spatial contiguity property at each step of iterations. In addition, methods to find an appropriate number of clusters and to report cluster members are also provided.
How to cite:
ShengLi Tzeng (2022). HCV: Hierarchical Clustering from Vertex-Links. R package version 1.2.0, https://cran.r-project.org/web/packages/HCV. Accessed 06 Jan. 2025.
Previous versions and publish date:
1.1.0 (2022-01-27 09:50), 1.2.0 (2022-02-22 15:10)
Other packages that cited HCV R package
View HCV citation profile
Other R packages that HCV depends, imports, suggests or enhances
Functions, R codes and Examples using the HCV R package
Some associated functions: HCV . getCluster . plotMap . synthetic_data . tessellation_adjacency_matrix . 
Some associated R codes: HCV.R .  Full HCV package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mlr3fairness  
Fairness Auditing and Debiasing for 'mlr3'
Integrates fairness auditing and bias mitigation methods for the 'mlr3' ecosystem. This includes ...
Download / Learn more Package Citations See dependency  
lmds  
Landmark Multi-Dimensional Scaling
A fast dimensionality reduction method scaleable to large numbers of samples. Landmark Multi-Dime ...
Download / Learn more Package Citations See dependency  
NetSwan  
Network Strengths and Weaknesses Analysis
A set of functions for studying network robustness, resilience and vulnerability. ...
Download / Learn more Package Citations See dependency  
TBFmultinomial  
TBF Methodology Extension for Multinomial Outcomes
Extends the test-based Bayes factor (TBF) methodology to multinomial regression models and discrete ...
Download / Learn more Package Citations See dependency  
RsqMed  
Total Mediation Effect Size Measure for High-Dimensional Mediators
An implementation of calculating the R-squared measure as a total mediation effect size measure and ...
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  

23,440

R Packages

202,297

Dependencies

63,567

Author Associations

23,434

Publication Badges

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