In quantitative modeling, "complexity management" means aligning a model's complexity with its intended use. Insufficient complexity can lead to weak predictions and misguided decisions, while excess complexity results in "black box" models that are too opaque to be trusted. Our guide describes an empirical validation process for finding apt pairing of a microsimulation exercise with research goals. Complexity management, a component of responsible...
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2024/02/12
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2024/04/01
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Complexity Management in Macrosocial Modeling