Calibrating agent-based models with linear regressions

In this paper, we introduce a simple way to parametrize simulation models by using regularized linear regression. Regressions bypass the three major challenges of calibrating by minimization: selecting the summary statistics, defining the distance function and minimizing it numerically. By substitut...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Carrella, E, Bailey, R, Madsen, J
التنسيق: Journal article
منشور في: SimSoc Consortium 2020