trajectories: trajectories Bayesian Network

In bnRep: A Repository of Bayesian Networks from the Academic Literature

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.

bnRep documentation built on April 12, 2025, 1:13 a.m.