Joint structure learning and causal effect estimation for categorical graphical models
Journal article, 2024
Bayesian inference
reversible jump Markov chain Monte Carlo
causal inference
categorical data
directed acyclic graph
Author
Federico Castelletti
Università Cattolica del Sacro Cuore
Guido Consonni
Università Cattolica del Sacro Cuore
Marco L. Della Vedova
Chalmers, Mechanics and Maritime Sciences (M2), Vehicle Engineering and Autonomous Systems
Biometrics
0006-341X (ISSN) 1541-0420 (eISSN)
Vol. 80 3 ujae067Subject Categories (SSIF 2011)
Probability Theory and Statistics
Computer Science
DOI
10.1093/biomtc/ujae067
PubMed
39073773