Language

Package r-iclusterplus @ 1.24.0

Synopsis

Integrative clustering of multi-type genomic data

Description

iClusterPlus is developed for integrative clustering analysis of multi-type genomic data and is an enhanced version of iCluster proposed and developed by Shen, Olshen and Ladanyi (2009). Multi-type genomic data arise from the experiments where biological samples (e.g. tumor samples) are analyzed by multiple techniques, for instance, array comparative genomic hybridization (aCGH), gene expression microarray, RNA-seq and DNA-seq, and so on. In the iClusterPlus model, binary observations such as somatic mutation are modeled as Binomial processes; categorical observations such as copy number states are realizations of Multinomial random variables; counts are modeled as Poisson random processes; and continuous measures are modeled by Gaussian distributions.

Home page
https://bioconductor.org/packages/iClusterPlus/
Location
gnu/packages/bioconductor.scm (line: 5347, column: 2)
License

Lint warnings

LinterMessageLocation
description

Validate package descriptions

description should start with an upper-case letter or digit