The Limits of Inference in Complex Systems: When Stochastic Models Become Indistinguishable

Javier Aguilar, Miguel A. Muñoz, Sandro Azaele

Robust inference for stochastic dynamical systems is often hampered by sparse sampling and the absence of closed-form likelihoods. We introduce a Monte Carlo path-inference framewo…