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-4.5-noble)PolyTree_0.0.1.tar.gz(r-4.4-noble)
PolyTree_0.0.1.tgz(r-4.4-emscripten)PolyTree_0.0.1.tgz(r-4.3-emscripten)
PolyTree.pdf |PolyTree.html✨
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 8 months agofrom:510890a7b9. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 22 2024 |
| R-4.5-linux | OK | Oct 22 2024 |
Exports:polytree
Dependencies:clicpp11data.tableFOCIgluegmpigraphlatticelifecyclemagrittrMatrixpkgconfigproxyRANNrlangvctrs
