CRAN/E | bootcluster

bootcluster

Bootstrapping Estimates of Clustering Stability

Installation

About

Implementation of the bootstrapping approach for the estimation of clustering stability and its application in estimating the number of clusters, as introduced by Yu et al (2016)doi:10.1142/9789814749411_0007. Implementation of the non-parametric bootstrap approach to assessing the stability of module detection in a graph, the extension for the selection of a parameter set that defines a graph from data in a way that optimizes stability and the corresponding visualization functions, as introduced by Tian et al (2021) doi:10.1002/sam.11495.

Key Metrics

Version 0.3.2
R ≥ 3.5.1
Published 2022-01-29 816 days ago
Needs compilation? no
License GPL-2
CRAN checks bootcluster results

Downloads

Yesterday 14 0%
Last 7 days 83 +43%
Last 30 days 392 +32%
Last 90 days 1.020 +5%
Last 365 days 3.627 -21%

Maintainer

Maintainer

Tianmou Liu

tianmoul@buffalo.edu

Authors

Han Yu

aut

Mingmei Tian

aut

Tianmou Liu

aut / cre

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bootcluster archive

Depends

R ≥ 3.5.1

Imports

cluster
mclust
flexclust
fpc
plyr
dplyr
doParallel
foreach
igraph
compiler
stats
parallel
grid
ggplot2
gridExtra
intergraph
GGally
network
sna