Package: fasttreeid 1.0.1

fasttreeid: 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) <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).

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

fasttreeid_1.0.1.tar.gz
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fasttreeid_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fasttreeid/json (API)

# Install 'fasttreeid' in R:

install.packages('fasttreeid', repos = c('https://yasminebriefs.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/yasminebriefs/fasttreeid/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

cpp

3.60 score 1 stars 105 downloads 1 exports 1 dependencies

Last updated from:6a2142891c. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	128
linux-devel-x86_64	OK	141
source / vignettes	OK	150
linux-release-arm64	OK	150
linux-release-x86_64	OK	119
macos-release-arm64	OK	136
macos-release-x86_64	OK	422
macos-oldrel-arm64	OK	176
macos-oldrel-x86_64	OK	428
windows-devel	OK	96
windows-release	OK	89
windows-oldrel	OK	122
wasm-release	OK	116