Analytics, Data Science, Statistics, Glm, Poisson Regression.
(ZIP) or Hurdle models can be employed to address this issue. Non-linearity: Poisson Regression assumes a linear relationship between the natural logarithm of the rate parameter and the independent variables. If this assumption is violated, nonlinear models or transformation of the independent