Using the journal article, (Gasper, J. R., & Kruse, G. H. (2013). Modeling of the spatial distribution of Pacific spiny dogfish (Squalus suckleyi) in the Gulf of Alaska using generalized additive and generalized linear models.Canadian journal of fisheries and aquatic sciences,70(9), 1372-1385.)

provide the following information in full detail:

1. A short explanation of the three components of a Poisson Generalized Linear Model using at least one model that was evaluated with a minimum of two explanatory variables. This explanation should include these 3 components:

• The error component: Provide a mention of the assumed distribution of the error terms and whether fixed or random effects are involved with each covariate
• The systematic component: Provide an equation showing the model evaluated in a mathematical formulation
• The link component: Provide a description of the link function involved in this form of regression and the formula used to back transform coefficients to real values, if applicable.