lionessR

DOI: 10.18129/B9.bioc.lionessR    

Modeling networks for individual samples using LIONESS

Bioconductor version: Release (3.10)

LIONESS, or Linear Interpolation to Obtain Network Estimates for Single Samples, can be used to reconstruct single-sample networks (https://arxiv.org/abs/1505.06440). This code implements the LIONESS equation in the lioness function in R to reconstruct single-sample networks. The default network reconstruction method we use is based on Pearson correlation. However, lionessR can run on any network reconstruction algorithms that returns a complete, weighted adjacency matrix. lionessR works for both unipartite and bipartite networks.

Author: Marieke Lydia Kuijjer [aut] , Ping-Han Hsieh [cre]

Maintainer: Ping-Han Hsieh <dn070017 at gmail.com>

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

Installation

To install this package, start R (version "3.6") and enter:

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

BiocManager::install("lionessR")

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("lionessR")

 

HTML R Script lionessR
PDF   Reference Manual
Text   NEWS
Text   LICENSE

Details

biocViews GeneExpression, Network, NetworkInference, Software
Version 1.0.0
In Bioconductor since BioC 3.10 (R-3.6) (< 6 months)
License MIT + file LICENSE
Depends R (>= 3.6.0)
Imports stats, SummarizedExperiment, S4Vectors
LinkingTo
Suggests knitr, rmarkdown, igraph, reshape2, limma
SystemRequirements
Enhances
URL https://github.com/mararie/lionessR
BugReports https://github.com/mararie/lionessR/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

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

Source Package lionessR_1.0.0.tar.gz
Windows Binary lionessR_1.0.0.zip
Mac OS X 10.11 (El Capitan) lionessR_1.0.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/lionessR
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/lionessR
Package Short Url https://bioconductor.org/packages/lionessR/
Package Downloads Report Download Stats

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