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2004.06459
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The R Package stagedtrees for Structural Learning of Stratified Staged Trees
Journal of Statistical Software (JSS), 2020
14 April 2020
Federico Carli
Manuele Leonelli
Eva Riccomagno
Gherardo Varando
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Papers citing
"The R Package stagedtrees for Structural Learning of Stratified Staged Trees"
21 / 21 papers shown
Staged Event Trees for Transparent Treatment Effect Estimation
Gherardo Varando
Manuele Leonelli
Jordi Cerda Bautista
Vasileios Sitokonstantinou
Gustau Camps-Valls
CML
139
1
0
30 Sep 2025
Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization
Aliakbar Nafar
Kristen Brent Venable
Zijun Cui
Parisa Kordjamshidi
BDL
296
9
0
21 May 2025
The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks
Manuele Leonelli
Jim Q. Smith
Sophia K. Wright
254
3
0
05 Jul 2024
Learning Staged Trees from Incomplete Data
Jack Storror Carter
Manuele Leonelli
Eva Riccomagno
Gherardo Varando
271
1
0
28 May 2024
Context-Specific Refinements of Bayesian Network Classifiers
Manuele Leonelli
Gherardo Varando
BDL
210
0
0
28 May 2024
The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks
International Journal of Approximate Reasoning (IJAR), 2023
R. Ballester-Ripoll
Manuele Leonelli
209
8
0
01 Feb 2023
Learning and interpreting asymmetry-labeled DAGs: a case study on COVID-19 fear
Manuele Leonelli
Gherardo Varando
CML
301
6
0
02 Jan 2023
cegpy: Modelling with Chain Event Graphs in Python
Knowledge-Based Systems (KBS), 2022
G. Walley
Aditi Shenvi
P. Strong
Katarzyna Kobalczyk
284
8
0
21 Nov 2022
Scalable Model Selection for Staged Trees: Mean-posterior Clustering and Binary Trees
P. Strong
Jim Q. Smith
126
2
0
14 Nov 2022
Beyond Conjugacy for Chain Event Graph Model Selection
International Journal of Approximate Reasoning (IJAR), 2022
Aditi Shenvi
S. Liverani
183
3
0
07 Nov 2022
Decomposable context-specific models
SIAM Journal on applied algebra and geometry (JSAAG), 2022
Yulia Alexandr
Eliana Duarte
Julian Vill
318
1
0
20 Oct 2022
Highly Efficient Structural Learning of Sparse Staged Trees
European Workshop on Probabilistic Graphical Models (PGM), 2022
Manuele Leonelli
Gherardo Varando
348
15
0
14 Jun 2022
Structural Learning of Simple Staged Trees
Data mining and knowledge discovery (DMKD), 2022
Manuele Leonelli
Gherardo Varando
CML
165
17
0
08 Mar 2022
Staged trees and asymmetry-labeled DAGs
Metrika (Heidelberg) (Metrika), 2021
Gherardo Varando
Federico Carli
Manuele Leonelli
240
16
0
04 Aug 2021
Sensitivity and robustness analysis in Bayesian networks with the bnmonitor R package
Knowledge-Based Systems (KBS), 2021
Manuele Leonelli
R. Ramanathan
R. L. Wilkerson
250
20
0
25 Jul 2021
Staged tree models with toric structure
Journal of symbolic computation (JSC), 2021
Christiane Görgen
Aida Maraj
Lisa Nicklasson
286
13
0
09 Jul 2021
Context-Specific Causal Discovery for Categorical Data Using Staged Trees
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Manuele Leonelli
Gherardo Varando
CML
283
21
0
08 Jun 2021
A new class of generative classifiers based on staged tree models
Knowledge-Based Systems (KBS), 2020
Federico Carli
Manuele Leonelli
Gherardo Varando
297
12
0
26 Dec 2020
The curved exponential family of a staged tree
Electronic Journal of Statistics (EJS), 2020
Christiane Görgen
Manuele Leonelli
Orlando Marigliano
278
16
0
29 Oct 2020
Constructing a Chain Event Graph from a Staged Tree
Aditi Shenvi
Jim Q. Smith
173
8
0
29 Jun 2020
A geometric characterisation of sensitivity analysis in monomial models
Manuele Leonelli
Eva Riccomagno
317
14
0
18 Dec 2018
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