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Appendix 1: e Myth of the Bell-Shaped
Curve: Inventory Level and Customer Service
We start with the general assumptions of finished goods inventory:
1. e more intermittent the demand, the higher the inventory level will need to
be to provide a certain level of customer service.
2. We can accurately measure the variation of any item using a standard devia-
tion calculation.
3. ere is a diminishing return to higher levels of standard deviations, but in
general, if I keep more inventory, I will achieve higher service.
is set of assumptions is based on the classic bell-shaped curve representing normal
distribution: In this example, we ha