PyINLA: Fast Bayesian Inference for Latent Gaussian Models in Python

Esmail Abdul Fattah, Elias Krainski, Havard Rue

Bayesian inference often relies on Markov chain Monte Carlo (MCMC) methods, particularly required for non-Gaussian data families. When dealing with complex hierarchical models, the…