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...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Carrella, E, Bailey, R, Madsen, J
বিন্যাস: Journal article
প্রকাশিত: SimSoc Consortium 2020