At the core of retailing is the decision which products to offer. Especially in retail domains where the product collection undergoes major seasonal changes this remains challenging.

Specific topics include:

• Estimating lost demand: What could you have sold under other circumstances?

• Dealing with size distributions

• Making more robust sales forecasts

• Making purchasing decisions using probabilities