Neural Likelihood Surfaces for Spatial Processes with Computationally Intensive or Intractable Likelihoods

Julia Walchessen, Amanda Lenzi, Mikael Kuusela

In spatial statistics, fast and accurate parameter estimation, coupled with a reliable means of uncertainty quantification, can be challenging when fitting a spatial process to rea…