Black-box Bayesian inference for economic agent-based models

https://arxiv.org/abs/2202.00625

Neural posterior estimation and neural ratio estimation give state-of-the-art parameter inference for economic ABMs from multivariate time series, versus older methods needing hundreds of thousands of runs.

Simulation-based inference for calibrating simulators