2 papers
stat.AP2024
Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study
David O'Gara, Cliff C. Kerr, Daniel J. Klein +3
Advances in computing power and data availability have led to growing sophistication in mechanistic mathematical models of social dynamics. Increasingly these models are used to in…
q-bio.QM2024
Noise-free comparison of stochastic agent-based simulations using common random numbers
Daniel J. Klein, Romesh G. Abeysuriya, Robyn M. Stuart +1
Random numbers are at the heart of every agent-based model (ABM) of health and disease. By representing each individual in a synthetic population, agent-based models enable detaile…