The generalized linear model (GLM) framework provides statisticians with a powerful and adaptable approach to modeling different data types beyond the limitations of the traditional linear regression ...

Mixed Poisson regression models (MPRMs) are widely used for analyzing overdispersed count data. However, the presence of multicollinearity among explanatory variables poses challenges when estimating ...