HCsnip

This package is for version 3.6 of Bioconductor. This package has been removed from Bioconductor. For the last stable, up-to-date release version, see HCsnip.

Semi-supervised adaptive-height snipping of the Hierarchical Clustering tree


Bioconductor version: 3.6

Decompose given hierarchical clustering tree into non-overlapping clusters in a semi-supervised way by using available patients follow-up information as guidance. Contains functions for snipping HC tree, various cluster quality evaluation criteria, assigning new patients to one of the two given HC trees, testing the significance of clusters with permutation argument and clusters visualization using sample's molecular entropy.

Author: Askar Obulkasim

Maintainer: Askar Obulkasim <askar703 at gmail.com>

Citation (from within R, enter citation("HCsnip")):

Installation

To install this package, start R (version "3.4") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("HCsnip")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("HCsnip")
HCsnip PDF R Script
Reference Manual PDF

Details

biocViews Clustering, GeneExpression, Microarray, Software, aCGH
Version 1.17.0
In Bioconductor since BioC 2.12 (R-3.0) (11 years)
License GPL (>= 2)
Depends R (>= 2.10.0), survival, coin, fpc, clusterRepro, impute, randomForestSRC, sm, sigaR, Biobase
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package HCsnip_1.17.0.tar.gz
Windows Binary HCsnip_1.17.0.zip
Mac OS X 10.11 (El Capitan) HCsnip_1.17.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/HCsnip
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/HCsnip
Package Short Url https://bioconductor.org/packages/HCsnip/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.6 Source Archive