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stat.ME2024
Fast Bayesian inference in a class of sparse linear mixed effects models
M-Z. Spyropoulou, J. Hopker, J. E. Griffin
Linear mixed effects models are widely used in statistical modelling. We consider a mixed effects model with Bayesian variable selection in the random effects using spike-and-slab…
stat.ME2023
Adaptive MCMC for Bayesian variable selection in generalised linear models and survival models
Xitong Liang, Samuel Livingstone, Jim Griffin
Developing an efficient computational scheme for high-dimensional Bayesian variable selection in generalised linear models and survival models has always been a challenging problem…