A model selection pipeline using ABC on artificial and real wound healing data shows PDE models are often preferred over ABMs by information criteria and forecasting even when ABM generates the data, and selects a PDE with cell pulling and time delay for public data despite high parametric uncertain
Nardini, Ruth E
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Spatial Model Selection and Uncertainty Quantification: Comparing Continuous and Discrete Wound Healing Models
A model selection pipeline using ABC on artificial and real wound healing data shows PDE models are often preferred over ABMs by information criteria and forecasting even when ABM generates the data, and selects a PDE with cell pulling and time delay for public data despite high parametric uncertain