Neural composite likelihood estimation: simulation based inference for time series

Grace Yan, Mark Beaumont, Dennis Prangle

Simulation based inference (SBI) circumvents the challenge of intractable likelihoods by using a simulator that generates data given parameter values. For instance, neural likeliho…