Bootstrap

Bootstrapping a Poisson GLMM with glmmBoot

This code to illustrates the implementation of the bootstrapping methods described in [(Flores-Agreda and Cantoni, Under Review)](https://www.researchgate.net/publication/315768128_Bootstrapping_Generalized_Linear_Mixed_Models_via_a_Weighted_Laplace_Approximation) in a real-data context.

Bootstrapping generalized linear mixed models via a weighted Laplace approximation

A general way of bootstrapping based on externally generated random weights and the Laplace Approximation for integrals - _Under review_

Bootstrap estimation of uncertainty in prediction for generalized linear mixed models

A new way of computing the uncertainty in prediction of Random Effects with a novel Bootstrapping method.