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bnRep (version 0.0.3)

fire: fire Bayesian Network

Description

Psychological response in fire: A fuzzy Bayesian network approach using expert judgment.

Arguments

Value

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

Format

A discrete Bayesian network to model causal relationship of psychological response at the initial stage of fire events. The probabilities were given within the referenced paper. The vertices are:

AudioFireCues

(Yes, No);

EmotionalStability

(Stable, Unstable);

Escape

(True, False);

FireCues

(Consistent, Not consistent);

FireKnowledge

(Yes, No);

LayoutFamiliarity

(Yes, No);

PerceivedHazard

(Risky, Not risky);

PsychologicalIncapacitation

(Mild, Severe);

Stress

(Low, High);

TimePressure

(Low, High);

VisualFireCues

(Yes, No);

References

Ramli, N., Ghani, N. A., Ahmad, N., & Hashim, I. H. M. (2021). Psychological response in fire: a fuzzy Bayesian network approach using expert judgment. Fire Technology, 57, 2305-2338.