Poisson Distribution for Drill Stock Management

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Homework Help Overview

The discussion revolves around a problem involving the Poisson distribution in the context of stock management for a hardware store that sells drills. The original poster seeks to determine the appropriate stock level to maintain a low probability of insufficient supply before the next delivery.

Discussion Character

  • Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants explore the relationship between expected sales and actual demand, questioning the definitions of variables Y and n. There is a discussion about the interpretation of probabilities related to stock levels and demand.

Discussion Status

Participants are actively engaging in clarifying the definitions and relationships between sales, demand, and stock levels. Some guidance has been offered regarding the distinction between demand and stock, and the probability conditions that need to be satisfied.

Contextual Notes

There is a focus on the interpretation of the Poisson distribution and the implications of the probability thresholds in the context of stock management. Participants are considering how to appropriately set stock levels based on demand distributions.

jsmith613
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Homework Statement


A hardwhere store sells on average 8 drills per week.
The store receives ONE delivery of drills at the same time each week.
Find the no. of drills that need to be in stock after a delivery for there to be at most a 5% chance of the store NOT having sufficent drills to meet demand before the next delivery.


Homework Equations


The Attempt at a Solution



Ok so we know that Y≈Po(8)
where Y = no. expected to sell
lets say n = demand no.

thus we want
p(n > Y) < 0.05
so
P(Y<n) < 0.05

BUT THE ANSWER SAYS
P(Y>n) < 0.05

How is this possible
thanks
 
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Aren't your Y and n thesame thing. The number expected to sell surely equals the demand??

I think your n should be something like "drills in store".
 
micromass said:
Aren't your Y and n thesame thing. The number expected to sell surely equals the demand??

I think your n should be something like "drills in store".

how can no. expected = demand

the Poisson value = E(X) but demand could be greater than or smaller than this, surely
 
ahh
Y is a distribution which means it could take on OTHER values but not def.
so Y = demand
n = no. in stock
with Y-P(8)

So
P(Y>n) <= 0.05

I see
ok thanks
 
jsmith613 said:

Homework Statement


A hardwhere store sells on average 8 drills per week.
The store receives ONE delivery of drills at the same time each week.
Find the no. of drills that need to be in stock after a delivery for there to be at most a 5% chance of the store NOT having sufficent drills to meet demand before the next delivery.


Homework Equations


The Attempt at a Solution



Ok so we know that Y≈Po(8)
where Y = no. expected to sell
lets say n = demand no.

thus we want
p(n > Y) < 0.05
so
P(Y<n) < 0.05

BUT THE ANSWER SAYS
P(Y>n) < 0.05

How is this possible
thanks

You need to distinguish between sales and demand. If demand = X~Po(8) and we start the week with stock N, then sales S = min(X,N); that is, sales = demand if demand <= N, and sales = N otherwise. You need to choose N so that P(X > N) <= 0.05; that is, there is a chance of no more than 5% that demand exceeds on-hand stock. (By the way, that is <= 0.05, not < 0.05, because that is what 'no more than' means.)

RGV
 
cheers :)
 

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