Model fitting step-by-step

In the video lecture, you learned the key components for fitting a GLM in Python using the statsmodels package. In this exercise you will define the components of the GLM step by step and finally fit the model by calling the .fit() method.

The dataset which you will use is on the contamination of groundwater with arsenic in Bangladesh where we want to model the household decision on switching the current well.
The columns in the dataset are: