edge_strength: Strength of edges in a Bayesian network

In bnmonitor: An Implementation of Sensitivity Analysis in Bayesian Networks

Strength of edges in a Bayesian network

Description

Computation of the measure of edge strength for all edges in a Bayesian networks

Usage

edge_strength(bnfit)

Arguments

bnfit

object of class bn.fit.

Details

The measure of edge strength is defined as the largest diameter out of all conditional probability tables where all other parents but the considered one are fixed to a specific combination.

Value

A dataframe with first two columns the edge list of the bn.fit input object. The third column Edge.Strength reports the measure of edge strength.

References

Leonelli, M., Smith, J. Q., & Wright, S. K. (2024). The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks. arXiv preprint arXiv:2407.04667.

See Also

diameter

Examples

edge_strength(travel)

bnmonitor documentation built on Sept. 30, 2024, 9:31 a.m.