Model Design
Selection of model variables and their dependencies
Inappropriate choice of variables could suffer
from a number of drawbacks
Think about…a sales forecasting model:
Sales = Volume multiplied by price
Sales = Market size multiplied by market share
Sales = Sum of the sales per customer
Sales = Sum of sales per product group