Statistics, Data Science, Analytics, Business Intelligence, Machine Learning.
we don’t estimate the slope but fix it at 1, such as ln(n) in the RHS. In R: glm(y~x+offset(log(n)), family = 'poisson') In practice, Poisson regression is not enough. A lot of data exhibits overdispersion — the variance of observations is higher than suggested by the Poisson distribution. This can