Identifies Parameters in a Tree-Shaped SCM

Implements the algorithm by Briefs and Bläser (2025) < https://openreview.net/forum?id=8PHOPPH35D>, based on the approach of Gupta and Bläser (2024) . It determines, for a structural causal model (SCM) whose directed edges form a tree, whether each parameter is unidentifiable, 1-identifiable or 2-identifiable (other cases cannot occur), using a randomized algorithm with provable running time O(n^3 log^2 n).


Reference manual

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install.packages("fasttreeid")

1.1.0 by Yasmine Briefs, 12 hours ago


https://github.com/yasminebriefs/FastTreeID


Report a bug at https://github.com/yasminebriefs/FastTreeID/issues


Browse source code at https://github.com/cran/fasttreeid


Authors: Yasmine Briefs [aut, cre] , Markus Bläser [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports Rcpp

Suggests gmp, testthat

Linking to Rcpp


See at CRAN