Develop a model for predicting spending among the purchasers.

a. Create subsets of the training and validation sets for only purchasers’

records by filtering for Purchase = 1.

b. Develop models for predicting spending with the filtered datasets, using:

i. Multiple linear regression (use stepwise regression)

ii. Regression trees

c. Choose one model on the basis of its performance on the validation data.