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PolyTree  

Estimate Causal Polytree from Data
View on CRAN: Click here


Download and install PolyTree package within the R console
Install from CRAN:
install.packages("PolyTree")

Install from Github:
library("remotes")
install_github("cran/PolyTree")

Install by package version:
library("remotes")
install_version("PolyTree", "0.0.1")



Attach the package and use:
library("PolyTree")
Maintained by
Sourav Chatterjee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-25
Latest Update: 2024-03-25
Description:
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) . The method is fully nonparametric, making no use of linearity assumptions, and especially useful when the number of variables is large.
How to cite:
Sourav Chatterjee (2024). PolyTree: Estimate Causal Polytree from Data. R package version 0.0.1, https://cran.r-project.org/web/packages/PolyTree. Accessed 07 Nov. 2024.
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