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>.

Package details

AuthorChristina Heinze-Deml <[email protected]>
MaintainerChristina Heinze-Deml <[email protected]>
Package repositoryView on CRAN
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backShift documentation built on May 1, 2019, 9:25 p.m.