Package: PolyTree 0.0.1
Sourav Chatterjee
PolyTree: Estimate Causal Polytree from Data
Given a data matrix with rows representing data vectors and columns representing variables, produces a directed polytree for the underlying causal structure. Based on the algorithm developed in Chatterjee and Vidyasagar (2022) <arxiv:2209.07028>. The method is fully nonparametric, making no use of linearity assumptions, and especially useful when the number of variables is large.
Authors:
PolyTree_0.0.1.tar.gz
PolyTree_0.0.1.tar.gz(r-4.7-any)PolyTree_0.0.1.tar.gz(r-4.6-any)
PolyTree_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
PolyTree/json (API)
| # Install 'PolyTree' in R: |
| install.packages('PolyTree', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:510890a7b9. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 104 | ||
| source / vignettes | OK | 170 | ||
| linux-release-x86_64 | OK | 152 | ||
| wasm-release | OK | 103 |
Exports:polytree
Dependencies:clicpp11data.tableFOCIgluegmpigraphlatticelifecyclemagrittrMatrixpkgconfigproxyRANNrlangvctrs
