Statistics, Data Science, Linear Models.
data, including predictor variables (`X`) and a binary response variable (`y`). Here, we assume a linear relationship between the predictors and the log-odds of the response variable. We create a DataFrame (`df`) to organize the data. We instantiate a GLM model using `sm.GLM` and provide the