Package: bootcluster
Type: Package
Title: Bootstrapping Estimates of Clustering Stability
Version: 0.3.2
Authors@R: 
    c(person(given = "Han",
             family = "Yu",
             role = "aut"),
             person(given = "Mingmei",
             family = "Tian",
             role = "aut"),
             person(given = "Tianmou",
             family = "Liu",
             role = c("aut","cre"),
             email = "tianmoul@buffalo.edu")
             )
Author: Han Yu [aut],
  Mingmei Tian [aut],
  Tianmou Liu [aut, cre]
Maintainer: Tianmou Liu <tianmoul@buffalo.edu>
Description: 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>.
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
License: GPL-2
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2.9000
NeedsCompilation: no
Packaged: 2022-01-29 22:19:56 UTC; tianmoul
Repository: CRAN
Date/Publication: 2022-01-29 22:50:03 UTC
Built: R 4.2.0; ; 2022-04-13 01:37:00 UTC; unix
