asia {bnRep} | R Documentation |
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.
[Package bnRep version 0.0.1 Index]