importance sampling

Pairwise estimation of multivariate longitudinal outcomes in a Bayesian setting with extensions to the joint model

Multiple longitudinal outcomes are theoretically easily modelled via extension of the generalized linear mixed effects model. However, due to computational limitations in high dimensions, in practice these models are applied only in situations with …