Theoretical guarantees for neural estimators in parametric statistics

Almut Rödder, Manuel Hentschel, Sebastian Engelke

Neural estimators are simulation-based estimators for the parameters of a family of statistical models, which build a direct mapping from the sample to the parameter vector. They b…