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fasttreeid  

Identifies Parameters in a Tree-Shaped SCM
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fasttreeid", "1.0.1")



Attach the package and use:
library("fasttreeid")
Maintained by
Yasmine Briefs
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-11-21
Latest Update: 2025-11-21
Description:
Implements the algorithm by Briefs and Bläser (2025) <https://openreview.net/forum?id=8PHOPPH35D>, based on the approach of Gupta and Bläser (2024) <doi:10.1609/aaai.v38i18.30023>. 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).
How to cite:
Yasmine Briefs (2025). fasttreeid: Identifies Parameters in a Tree-Shaped SCM. R package version 1.0.1, https://cran.r-project.org/web/packages/fasttreeid. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-11-07 14:50)
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Complete documentation for fasttreeid
Functions, R codes and Examples using the fasttreeid R package
Full fasttreeid package functions and examples
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