cbg-ethz/pcNEM: Probabilistic combinatorial nested effects model

The package 'pcnem' allows to reconstruct networks from probabilistically modelled combinatorial perturbations. It takes as input (1.) a set of pathway components, which were perturbed, (2.) a perturbation map defining the perturbation probabilities of each component, and (3.) phenotypic readout of these perturbations (e.g. gene expression, protein expression). The output is a directed acyclic graph representing the phenotypic hierarchy.

Package details

AuthorSumana Srivatsa, Niko Beerenwinkel
Bioconductor views Bioinformatics GraphsAndNetworks Microarray NetworkInference Pathways SystemsBiology
MaintainerSumana Srivatsa <[email protected]>
LicenseGPL (>= 2)
Version2.46.0
URL http://www.bioconductor.org
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("cbg-ethz/pcNEM")
cbg-ethz/pcNEM documentation built on May 23, 2018, 3:30 p.m.