Analyzing Decision-Making in Cognitive Agent Simulations Using Generalized Linear Mixed-Effects Models

Analyzing Decision-Making in Cognitive Agent Simulations Using Generalized Linear Mixed-Effects Models

Enhancing model interpretability remains an ongoing challenge in predictive modelling, especially when applied to simulation data from complex systems. Investigating the influence and effects of design factors within computer simulations of complex systems requires assessing variable importance thro...

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Bibliographic Details
Main Authors: Shengkun Xie, Chong Gan, Anna T. Lawniczak
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
generalized linear mixed-effects models
cellular automaton
cognitive agents
agent-based simulations
complex systems
variable importance measures
Online Access:https://www.mdpi.com/2227-7390/12/23/3768
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