Jiangshan Lai et al. disscussed the extended functions of glmm.hp package, an R package designed to evaluate the relative importance of collinear predictors within #GeneralizedLinearMixedModels ( #GLMMs ).
https://doi.org/10.1093/jpe/rtad038