phdarticles {bnRep} | R Documentation |
phdarticles Bayesian Network
Description
The R package stagedtrees for structural learning of stratified staged trees.
Format
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:
- Articles
Number of articles during the last three years of PhD (0, 1-2, >2);
- Gender
(male, female);
- Kids
If the student has at least one kid 5 or younger (yes, no);
- Married
(yes, no));
- Mentor
Number of publications of the student's mentor (low, medium, high);
- Prestige
Prestige of the university (high, low);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
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.