christinaheinze/backShift: Learning Causal Cyclic Graphs from Unknown Shift Interventions

Code for 'backShift', an algorithm to estimate the connectivity matrix of a directed (possibly cyclic) graph with hidden variables. The underlying system is required to be linear and we assume that observations under different shift interventions are available. For more details, see <arXiv:1506.02494>.

Getting started

Package details

AuthorChristina Heinze-Deml <[email protected]>
MaintainerChristina Heinze-Deml <[email protected]>
LicenseGPL
Version0.1.4.2
URL https://github.com/christinaheinze/backShift
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("christinaheinze/backShift")
christinaheinze/backShift documentation built on Sept. 11, 2017, 9:21 p.m.