liquefaction {bnRep} | R Documentation |
liquefaction Bayesian Network
Description
A continuous Bayesian network regression model for estimating seismic liquefaction-induced settlement of the free-field ground.
Format
A Gaussian Bayesian network to predict seismic liquefaction-induced settlement. The Bayesian network is learned using the data available from the referenced paper. The vertices are:
- Ds
- GWT
- lnamax
- lnR
- lnt
- Mw
- N160
- S
- Sigmav
- Ts
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Hu, J., Xiong, B., Zhang, Z., & Wang, J. (2023). A continuous Bayesian network regression model for estimating seismic liquefaction-induced settlement of the free-field ground. Earthquake Engineering & Structural Dynamics, 52(11), 3216-3237.
[Package bnRep version 0.0.1 Index]