The R package stagedtrees for structural learning of stratified staged trees.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A discrete Bayesian network modeling factors affecting the number of publications of PhD students. The Bayesian network is learned as in the referenced paper. The vertices are:
Number of articles during the last three years of PhD (0, 1-2, >2);
(male, female);
If the student has at least one kid 5 or younger (yes, no);
(yes, no));
Number of publications of the student's mentor (low, medium, high);
Prestige of the university (high, low);
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, 1-30.