stagedtrees Staged Event Tree

stagedtrees is a package that implements staged event trees, a class of probability models for categorical random variables.

With the stagedtrees package it is possible to estimate (stratified) staged event trees from data, use them to compute probabilities, make predictions, visualize and compare different models.

To cite stagedtrees in publications use:

Carli F, Leonelli M, Riccomagno E, Varando G (2022). “The R Package stagedtrees for Structural Learning of Stratified Staged Trees.” Journal of Statistical Software, 102(6), 1-30. doi: 10.18637/jss.v102.i06 (URL: https://doi.org/10.18637/jss.v102.i06).

news

PGM 2024

10 Sep 2024

Two papers accepted at PGM2024!


Paper published in Metrika

10 Mar 2024

Staged trees and asymmetry-labeled DAGs at url


Paper published in Data Mining & Knowledge Discovery

20 Feb 2024

Structural learning of simple staged trees at url


Paper published in Applied Intelligence

01 Feb 2024

Learning and interpreting asymmetry-labeled DAGs: A case study on COVID-19 fear at url


Paper published in Computational and Structural Biotechnology Journal

07 Jan 2024

Using staged tree models for health data: Investigating invasive fungal infections by Aspergillus and other filamentous fungi at url