Statistics, Machine Learning, Deep Learning, Artificial Intelligence, Mathematics.
identity function Poisson distribution: log function Binomial distribution: logit function the advantage of statistical modeling is that you can make any kind of model that fits well with your data. Various link functions are implemented in statsmodels. However, if you need to use more complex link