GLMs for Count Data
Andy Hector · Oxford University Press eBooks · 2021
GLMs using the Poisson distribution are a good starting place when dealing with integer count data. The default log link function prevents the prediction of negative counts and the Poisson distribution models the variance (approximately equal to the mean).