dirmeier/knockout: Statistical Analysis of High-Throughput Genetic Perturbation Screens

perturbatr does stage-wise analysis of large-scale genetic perturbation screens for integrated data sets consisting of multiple screens. For multiple integrated perturbation screens a hierarchical model that considers the variance between different biological conditions is fitted. The resulting list of gene effects is then further extended using a network propagation algorithm to correct for false negatives.

Getting started

Package details

Bioconductor views CellBasedAssays Network Regression
MaintainerSimon Dirmeier <[email protected]>
URL https://github.com/cbg-ethz/perturbatr
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
dirmeier/knockout documentation built on May 5, 2018, 4:12 a.m.