News
10 Oct 2026
The book Staged Tree Models: With Applications in R by Manuele Leonelli and Gherardo Varando is forthcoming with CRC Press. The code in the book requires stagedtrees 2.4.0 or later, which will be released on CRAN; until then the development version can be installed from GitHub.
11 Sep 2026
The 13th International Conference on Probabilistic Graphical Models (PGM 2026) took place in València on 9-11 September 2026, with Manuele Leonelli and Gherardo Varando as programme chairs.
16 Mar 2026
Estimating staged event tree models via hierarchical clustering on the simplex by Muhammad Shoaib, Eva Riccomagno, Manuele Leonelli and Gherardo Varando is available on arXiv.
30 Sep 2025
Staged event trees for transparent treatment effect estimation by Gherardo Varando, Manuele Leonelli, Jordi Cerdà-Bautista, Vasileios Sitokonstantinou and Gustau Camps-Valls is available on arXiv.
26 Jan 2025
Staged trees for discrete longitudinal data at url
24 Oct 2024
The trees4cat Workshop on trees for categorical data took place at the Department of Mathematics of the University of Genoa on 21-23 October 2024, opening with a tutorial on software for staged tree models.
01 Oct 2024
Robust learning of staged tree models: A case study in evaluating transport services at url
10 Sep 2024
Two papers accepted at PGM2024!
10 Mar 2024
Staged trees and asymmetry-labeled DAGs at url
20 Feb 2024
Structural learning of simple staged trees at url
14 Feb 2024
A new version of the stagedtrees package (v2.3.0) is available on CRAN, with new structural learning algorithms for simple and context-specific staged trees, random generation of staged trees and faster internal computations.
01 Feb 2024
Learning and interpreting asymmetry-labeled DAGs: A case study on COVID-19 fear at url
07 Jan 2024
Using staged tree models for health data: Investigating invasive fungal infections by Aspergillus and other filamentous fungi at url
14 Jun 2023
A new class of generative classifiers based on staged tree models at url
01 Mar 2023
Paper accepted at AISTATS2023
08 Sep 2022
Paper accepted at PGM2022
05 Feb 2022
The accompanying paper of the stagedtrees R
package has been published in the Journal of Statistical Software url.
10 Jul 2021
A new minor version of the stagedtrees package is available
on CRAN.
03 Dec 2020
A major update of stagedtrees (v2.0.0) is available on CRAN.
15 Apr 2020
Preprint describing stagedtrees is available on arxiv.
13 Jan 2020
The new version of the R-package stagedtrees is available on CRAN.