Statistical Modeling, Statistical Analysis, Data Science, Data Analysis.
distribution: identity function Poisson distribution: log function Binomial distribution: logit function However, you don’t necessarily use the canonical link function. Rather, the advantage of statistical modeling is that you can make any kind of model that fits well with your data. For example,