concrete2 {bnRep} | R Documentation |
concrete Bayesian Networks
Description
Estimating the probability distributions of radioactive concrete in the building stock using Bayesian networks.
Format
A discrete Bayesian network for evaluating the presence probability of blue concrete (Model 2.1 of the referenced paper). Probabilities were given within the referenced paper. The vertices are:
- Basement
(False, True);
- BlueConcrete
(False, True);
- BuildingClass
(Single Family House, MultiFamily House, School Building, Other Building);
- ConstructionYear
(1930-1955, 1955-1960, 1960-1968, 1968-1975, 1975-1980);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Wu, P. Y., Johansson, T., Mangold, M., Sandels, C., & Mjornell, K. (2023). Estimating the probability distributions of radioactive concrete in the building stock using Bayesian networks. Expert Systems with Applications, 222, 119812.