homework coding for class exercise 15 dealing with a logistic regression model.

This analysis explores the relationship between Wet and Noise ratings and the likelihood of customers purchasing tires again. Using a logistic regression model, we assess the significance of predictors, evaluate model performance through metrics like McFadden R-squared and AUC, and predict purchase probabilities for different scenarios. The results demonstrate how tire performance impacts customer decisions.

Predicting tire repurchases for Tire Rack.

TireRatings