2 papers
stat.ML2024
Learning Staged Trees from Incomplete Data
Jack Storror Carter, Manuele Leonelli, Eva Riccomagno +1
Staged trees are probabilistic graphical models capable of representing any class of non-symmetric independence via a coloring of its vertices. Several structural learning routines…
stat.ME2024
Staged trees for discrete longitudinal data
Jack Storror Carter, Manuele Leonelli, Eva Riccomagno +1
In this paper we investigate the use of staged tree models for discrete longitudinal data. Staged trees are a type of probabilistic graphical model for finite sample space processe…