Using Multiple Scale Space-Time Patterns to Determine the Number of Replicates and Burn-In Periods in Spatially Explicit Agent-Based Modeling of Vector-Borne Disease Transmission

Using Multiple Scale Space-Time Patterns to Determine the Number of Replicates and Burn-In Periods in Spatially Explicit Agent-Based Modeling of Vector-Borne Disease Transmission

(1) Background: The stochastic nature of agent-based models (ABMs) may be responsible for the variability of simulated outputs. Multiple simulation runs (i.e., replicates) need to be performed to have enough sample size for hypothesis testing and validating simulations. The simulation outputs in the...

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Bibliographic Details
Main Authors: Jeon-Young Kang, Jared Aldstadt
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:ISPRS International Journal of Geo-Information
Subjects:
agent-based modeling
multiple scale space-time pattern
sample size
burn-in periods
vector-borne disease
Online Access:https://www.mdpi.com/2220-9964/10/9/604

Internet

https://www.mdpi.com/2220-9964/10/9/604

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