Question: what is the difference between poisson and negative binomial?
Answer: Remember that the Poisson distribution assumes that the mean and variance are the same. Sometimes, your data show extra variation that is greater than the mean. ... The negative binomial distribution has one parameter more than the Poisson regression that adjusts the variance independently from the mean.