Graphical Modelling and Causal Inference
Published April 29, 2025 | Version Inital_Release
Software Open

PC-Algorithm for Causal Discovery: An Application on the Alarm Dataset

Authors/Creators

Description

This notebook presents and applies the structure learning PC algorithm on the Alarm dataset.

Files

lmareis/PC-Algorithm-An-Application-on-the-Alarm-Dataset-Inital_Release.zip

Files (1.1 MB)

Additional details

Related works

Describes
Dataset: https://zenodo.org/records/14793281 (URL)
Is continued by
Computational notebook: https://st-mardi.quarto.pub/gmci/chapters/notebook_gallery/notebooks/PC_Alg/notebook.html (URL)
Is supplement to
Software: https://github.com/lmareis/PC-Algorithm-An-Application-on-the-Alarm-Dataset/tree/Inital_Release (URL)

Software

Repository URL
https://github.com/lmareis/PC-Algorithm-An-Application-on-the-Alarm-Dataset