nem

Nested Effects Models to reconstruct phenotypic hierarchies

The package 'nem' allows to reconstruct features of pathways from the nested structure of perturbation effects. It takes as input (1.) a set of pathway components, which were perturbed, and (2.) high-dimensional phenotypic readout of these perturbations (e.g. gene expression or morphological profiles). The output is a directed graph representing the phenotypic hierarchy.

Author Florian Markowetz, Holger Froehlich, Achim Tresch, Matthias Maneck, Claudio Lottaz, Tim Beissbarth
Maintainer Florian Markowetz

To install this package, start R and enter:

    source("http://bioconductor.org/biocLite.R")
    biocLite("nem")

Vignettes (Documentation)

Package Downloads

markowetz-thesis-2006.pdf
nem.pdf
Source nem_2.4.0.tar.gz
Windows binary nem_2.4.0.zip
OS X binary nem_2.4.0.tgz

Details

biocViews
Depends R, e1071, graph, Rgraphviz, RBGL, time, cluster, bootstrap
Suggests Biobase
Imports
SystemRequirements
License GPL (>= 2)
URL http://www.bioconductor.org
dependsOnMe
suggestsMe