A Scalable Variational Bayes Approach to Fit High-dimensional Spatial Generalized Linear Mixed Models

Jin Hyung Lee, Ben Seiyon Lee

Gaussian and discrete non-Gaussian spatial datasets are common across fields like public health, ecology, geosciences, and social sciences. Bayesian spatial generalized linear mixe…