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
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backShift_0.1.4.2.tgz(r-4.6-x86_64)backShift_0.1.4.2.tgz(r-4.6-arm64)backShift_0.1.4.2.tgz(r-4.5-x86_64)backShift_0.1.4.2.tgz(r-4.5-arm64)
backShift_0.1.4.2.tar.gz(r-4.7-arm64)backShift_0.1.4.2.tar.gz(r-4.7-x86_64)backShift_0.1.4.2.tar.gz(r-4.6-arm64)backShift_0.1.4.2.tar.gz(r-4.6-x86_64)
backShift_0.1.4.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
backShift/json (API)

# Install 'backShift' in R:
install.packages('backShift', repos = c('https://christinaheinze.r-universe.dev', 'https://cloud.r-project.org'))

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

Datasets:

On CRAN:

Conda:

4.48 score 6 stars 8 scripts 172 downloads 9 exports 32 dependencies

Last updated from:8cc7290985. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK169
linux-devel-x86_64OK199
source / vignettesOK247
linux-release-arm64OK258
linux-release-x86_64OK230
macos-release-arm64OK143
macos-release-x86_64OK383
macos-oldrel-arm64OK111
macos-oldrel-x86_64OK320
windows-develOK159
windows-releaseOK148
windows-oldrelOK145
wasm-releaseOK186

Exports:backShiftbootstrapBackShiftcomputeDiagonalizationgenerateAmetricsThresholdplotDiagonalizationplotGraphEdgeAttrplotInterventionVarssimulateInterventions

Dependencies:cliclueclustercpp11farverggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixcalcmvnmlepkgconfigplyrR6RColorBrewerRcppreshape2rlangS7scalesstringistringrvctrsviridisLitewithr

Learning cyclic causal graphs with backShift

Christina Heinze-Deml

Rendered fromexampleBackShift.Rmdusingknitr::rmarkdownon May 18 2026.

Last update: 2017-01-05
Started: 2015-08-19