The Prior Probability Distribution is an aggregate distribution spanning all parts held.
It answers this example question:
“What is the probability of seeing a demand of 3 units for any random part we supply?”
This distribution spans the mean annual demand levels 1 to 24 and it is assumed to be a Log Normal Distribution.