Approximate Likelihood-Based Inference for Spatial Generalized Linear Mixed Models

Samuel I. Watson, Yixin Wang, Emanuele Giorgi

We study maximum likelihood estimation for spatial generalized linear mixed models with Gaussian process approximations using a stochastic Newton-Raphson algorithm. We consider two…