Statistics, Data Science, Linear Models.
response variable (`df[‘y’]`) and the predictor variables (`df[[‘x1’, ‘x2’]]`). We specify the family and link functions for the GLM using `sm.families.Binomial(link=sm.families.links.logit())`, indicating a binomial distribution for the response and a logit link function. We fit the GLM using the