asia: asia Bayesian Network

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

asia Bayesian Network

Description

Local computation with probabilities on graphical structures and their application to expert systems.

Format

A synthetic discrete Bayesian network to model the relationships between lung diseases and visits to Asia. Probabilities were given within the referenced paper. The vertices are:

Bronchitis

(True, False);

Dyspnea

(True, False);

Lung_Cancer

(True, False);

Smoker

(True, False);

Tubercolosis

(True, False);

TubercolosisOrCancer

(True, False);

Visit_To_Asia

(True, False);

XRay_Result

(True, False);

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

Lauritzen, S. L., & Spiegelhalter, D. J. (1988). Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society: Series B (Methodological), 50(2), 157-194.

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