Calculating Probabilities for Sole Supplier Selection in Auto Industry

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Homework Help Overview

The discussion revolves around calculating probabilities for supplier selection in the automotive industry, specifically focusing on the scenario where one supplier goes out of business. Participants are tasked with determining the new probabilities for the remaining suppliers and the implications of narrowing the choice to specific companies.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants explore how to adjust the probabilities after supplier E is removed from the competition, questioning the method of redistributing E's market share among the remaining suppliers.
  • Some participants suggest using conditional probability and maintaining the ratios of the original probabilities, while others express confusion about the calculations involved.
  • There are discussions about the total probabilities for the remaining suppliers and how to compute them based on the initial values.

Discussion Status

The conversation is active, with participants sharing their reasoning and calculations. Some have provided partial guidance on how to approach the problem, while others are clarifying misunderstandings regarding the probabilities of suppliers A and C when narrowed down. There is no explicit consensus on the final probabilities yet, as participants are still working through the details.

Contextual Notes

Participants note that the original probabilities sum to 1 and that adjustments must maintain this property after supplier E is removed. There is also mention of potential missing information that could influence the calculations.

dirtybiscuit
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Homework Statement


Five companies (A,B,C,D and E) that make electrical relays compete each year to be the sole supplier of relays to a major automobile manufacturer. The auto company's records show that the probabilities of choosing a company to be the sole supplier are

Supplier chain: A B C D E
Probability: .20 .25 .15 .30 .10

A) Suppose that supplier E goes out of business this year, leaving the remaining four companies to compete with one another. What are the new probabilities of companies A,B,C and D being chosen as the sole supplier this year?
B) Suppose the auto company narrows the choice of suppliers to companies A and C. What is the probability that company A is chosen this year?


Homework Equations


I'm truly not sure where to start on this. I feel like E' = .9 is relevant to find each. Like P(A|E') but I'm having trouble figuring out where to go.


The Attempt at a Solution


P(A|E') = P(A and E')/P(E') = P(A)*P(E')/P(E') = P(A) ...yeah I'm obviously confused ;)
 
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A) For Part A, E' is now 0.9 (let us call this the total that all probabilities can be as of know) so to finf the new probability of (A) you would P(A)/E' = 0.2/0.9 = 0.22222 = 0.22
Do the same for B,C,D, and E and you should have a new probability whose sum is (1)

B)for Part B, the total is now 0.5 (0.2 + 0.3) so for A the probability is 0.2/0.5 = 0.4 and C is 0.6, so the chance that A is chosen is 0.4
 
Ummm Farouk C = 0.15 and not 0.3, so actually the total would be 0.35...
 
dirtybiscuit said:

Homework Statement


Five companies (A,B,C,D and E) that make electrical relays compete each year to be the sole supplier of relays to a major automobile manufacturer. The auto company's records show that the probabilities of choosing a company to be the sole supplier are

Supplier chain: A B C D E
Probability: .20 .25 .15 .30 .10

A) Suppose that supplier E goes out of business this year, leaving the remaining four companies to compete with one another. What are the new probabilities of companies A,B,C and D being chosen as the sole supplier this year?
B) Suppose the auto company narrows the choice of suppliers to companies A and C. What is the probability that company A is chosen this year?


Homework Equations


I'm truly not sure where to start on this. I feel like E' = .9 is relevant to find each. Like P(A|E') but I'm having trouble figuring out where to go.


The Attempt at a Solution


P(A|E') = P(A and E')/P(E') = P(A)*P(E')/P(E') = P(A) ...yeah I'm obviously confused ;)

When you apply conditional probability arguments, you are essentially assuming that the relative odds remain the same after E fails. In other words: before E fails we have
\frac{P(B)}{P(A)} = \frac{.25}{.20}, \:<br /> \frac{P(C)}{P(A)} = \frac{.15}{.25}, \: \frac{P(D)}{P(A)} = \frac{.30}{.20}
Assume these same ratios hold after E fails, but now we must also have ##P(A) + P(B) + P(C) + P(D) = 1##. Can you find the new Ps? They ought to be the same as ##P(A|E')##, etc.

If you draw a Venn diagram, the events A, B, C, D and E are mutually exclusive (no overlap) and together give the whole sample space. So, what is ##A \cap E'##? Just look at the diagram to see. That allows an easy computation of ##P(A|E') = P(A \cap E')/P(E')##.
 
dirtybiscuit said:

Homework Statement


Five companies (A,B,C,D and E) that make electrical relays compete each year to be the sole supplier of relays to a major automobile manufacturer. The auto company's records show that the probabilities of choosing a company to be the sole supplier are

Supplier chain: A B C D E
Probability: .20 .25 .15 .30 .10

A) Suppose that supplier E goes out of business this year, leaving the remaining four companies to compete with one another. What are the new probabilities of companies A,B,C and D being chosen as the sole supplier this year?
So you are really asking how E's 10% of the market is to be divided among the others. I would think there should be more information but, assuming that the division is to be proportional to each chain's current percentage. The entire "market" of A, B, C, and D was .20+ .25+ .15+ .30= .90 so A's new share is .20/.90= .2222..., B's new share is .25/.90= .2777..., etc.
B) Suppose the auto company narrows the choice of suppliers to companies A and C. What is the probability that company A is chosen this year?
Pretty much the same thing: the total is now just .20+ .15= .35. A's share would be .20/.35= .571428... and B's share would be .15/.35= .428571...

Homework Equations


I'm truly not sure where to start on this. I feel like E' = .9 is relevant to find each. Like P(A|E') but I'm having trouble figuring out where to go.


The Attempt at a Solution


P(A|E') = P(A and E')/P(E') = P(A)*P(E')/P(E') = P(A) ...yeah I'm obviously confused ;)
Don't just memorize formulas! Learn concepts and think!
 
Panphobia said:
Ummm Farouk C = 0.15 and not 0.3, so actually the total would be 0.35...

Yea My bad :)) Misread it but still the same idea right?
Edit: It would be 0.2/(0.2 + 0.15) = 0.5714 ??
 

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