Please help with the following mathematical and statistical problems.

Evaluate the generalized linear mixed model (GLMM) in the statistical analysis. Is this negative binomial regression fit appropriate for this situation? Compare this model to the generalized additive mixed model (GAMM) based on the Poisson distribution. Which model is more appropriate for this situation?

(Please include references to all the above theoretical concepts with steps with explanations. )