Statistical Modeling, Statistical Analysis, Data Science, Data Analysis.
the link function here as the default link for Gaussian distribution is the identity link function. The prediction result of the model looks like this. Various link functions are implemented in statsmodels. However, if you need to use more complex link functions, you have to write models yourself.