trajectories {bnRep} | R Documentation |
trajectories Bayesian Network
Description
Context-specific causal discovery for categorical data using staged trees.
Format
A discrete Bayesian network modeling the trajectory of patients hospitalized due to COVID. The Bayesian network is learned as in the referenced paper. The vertices are:
- SEX
(male, female);
- ICU
(0, 1);
- OUT
(death, survived);
- AGE
(child, adult, elder);
- RSP
(intub, mask, no);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Leonelli, M., & Varando, G. (2023, April). Context-specific causal discovery for categorical data using staged trees. In International Conference on Artificial Intelligence and Statistics (pp. 8871-8888). PMLR.
[Package bnRep version 0.0.1 Index]