Package: backShift 0.1.4.2

Christina Heinze-Deml

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>.

Authors:Christina Heinze-Deml <[email protected]>

backShift_0.1.4.2.tar.gz
backShift_0.1.4.2.zip(r-4.5)backShift_0.1.4.2.zip(r-4.4)backShift_0.1.4.2.zip(r-4.3)
backShift_0.1.4.2.tgz(r-4.4-x86_64)backShift_0.1.4.2.tgz(r-4.4-arm64)backShift_0.1.4.2.tgz(r-4.3-x86_64)backShift_0.1.4.2.tgz(r-4.3-arm64)
backShift_0.1.4.2.tar.gz(r-4.5-noble)backShift_0.1.4.2.tar.gz(r-4.4-noble)
backShift_0.1.4.2.tgz(r-4.4-emscripten)backShift_0.1.4.2.tgz(r-4.3-emscripten)
backShift.pdf |backShift.html✨
backShift/json (API)

Peer review:

Bug tracker:https://github.com/christinaheinze/backshift/issues

On CRAN:

9 exports 6 stars 1.19 score 39 dependencies 6 scripts 303 downloads

Last updated 7 years agofrom:8cc7290985. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:backShiftbootstrapBackShiftcomputeDiagonalizationgenerateAmetricsThresholdplotDiagonalizationplotGraphEdgeAttrplotInterventionVarssimulateInterventions

Dependencies:cliclueclustercolorspacecpp11fansifarverggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixcalcmgcvmunsellmvnmlenlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbleutf8vctrsviridisLitewithr