Efficient variational inference for generalized linear mixed models with large datasets

David J Nott, Minh-Ngoc Tran, Anthony Y. C. Kuk +1

The article develops a hybrid Variational Bayes algorithm that combines the mean-field and fixed-form Variational Bayes methods. The new estimation algorithm can be used to approxi…