What is the probability of a defective component from two companies?

Click For Summary

Homework Help Overview

The problem involves calculating probabilities related to defective components purchased from two companies, A and B. Company A supplies 60% of the components with a 2% defect rate, while Company B supplies 40% with a 1% defect rate. The task includes drawing a tree diagram and calculating various probabilities concerning the source and defectiveness of a randomly selected component.

Discussion Character

  • Exploratory, Mathematical reasoning, Assumption checking

Approaches and Questions Raised

  • The original poster attempts to calculate the probabilities of a component being defective and its source using basic probability principles. Some participants question the clarity of the tree diagram description and suggest improvements. Others note potential errors in numerical representation and the handling of percentages.

Discussion Status

Participants have engaged in reviewing the calculations and the tree diagram. There is acknowledgment of correct initial calculations, but also a recognition of errors in the representation of numbers. The original poster has revised their work and confirmed consistency in their results, indicating a productive direction in the discussion.

Contextual Notes

Participants are discussing the use of a tree diagram for visualizing probabilities and the implications of using decimal figures versus percentages. There is an ongoing exploration of assumptions related to the calculations and the presentation of results.

LDC1972
Messages
64
Reaction score
0

Homework Statement


Components purchased from 2 companies.
Company A is 60% of total purchase with 2% defective parts.
Company B is 40% of total purchase with 1% defective parts.

Components from both companies are thoroughly mixed on receipt.

A/ Draw a tree diagram to represent possible outcomes when a single component is selected at random.

i/ What is the probability that this component cam from company A and is defective?
ii/ Calculate the probability the component was defective
iii/ If was defective, what is probability it was supplied by company A?


Homework Equations



P(A U B)

The Attempt at a Solution



Ok, this seems simple, I'd like to know if I'm doing the right thing here if possible please?

I didn't start with the tree (having never done / used this method before).

So I calculated probabilities.

i/ What is the probability that this component came from company A and is defective?

Probability supplied by A = 60% or 0.6
Probability defective if A = 2% or 0.02
Therefore;
0.6 x .02 = 0.012
So probability that this component came from company A = 0.6 (60%) and is defective = 0.012 (1.2%)

ii/ Calculate the probability the component was defective
I assume this incorporates both companies, so:
Company A = 0.6 (60%)
Company B = 0.4 (40%

As per question i/ 0.6 x 0.02 = 0.012 (1.2%)

Now for company B:
0.4 x 0.01 = 0.004 (0.4%)

Now add probability the component picked was defective = 0.012 + 0.004 = 0.016 (1.6%)

iii/ If was defective, what is probability it was supplied by company A?
Probability component from company A AND defective = 0.012 / 0.016 = 0.75 = 75% probability component was from company A and is then ALSO defective

For the tree I then drew vector lines at 45 degrees from start point, one line company A, othe company B. Company A I wrote 0.6 beside line, B I wrote 0.4 beside line. Continued B line to defective P(B U defective) = 0.4 x 0.01 = 0.004%

Continued a line to defective P(B U defective) = 0.6 x 0.02 = 0.012%

Tagged off both lines at 90 degrees mid point with company A P (U not defective) = .6 x .98 = 0.588

And line off Company B as P(U not defective) = 0.4 x 0.99 = 0.396

Seem right? Anymore infor' req'd or inpit gladly welcomed!

Many thanks

Lloyd
 
Physics news on Phys.org
All your working before attempting to construct a tree looks right.
I was not able to follow your verbal description of the tree.
 
  • Like
Likes   Reactions: 1 person
haruspex said:
All your working before attempting to construct a tree looks right.
I was not able to follow your verbal description of the tree.

Hi, thanks so much for your help.

I'll attach a real 'sketch' of what my tree is like:

Hopefully it is visible?

Thanks

Lloyd
 

Attachments

  • tree.jpg
    tree.jpg
    20.2 KB · Views: 1,615
LDC1972 said:
Hi, thanks so much for your help.

I'll attach a real 'sketch' of what my tree is like:

Hopefully it is visible?

Thanks

Lloyd

Probably helps to view at 200% and terrible writing reads:

Company A and company B
And defective / not defective

Thanks again

Lloyd
 
Yes, that looks ok, except you've written wrong numbers in the top and bottom lines. Factor of ten out. You previously posted
Continued B line to defective P(B U defective) = 0.4 x 0.01 = 0.004%
Continued a line to defective P(B U defective) = 0.6 x 0.02 = 0.012%
Each of which starts out correct, but you forgot to move the decimal point when adding the '%'.
 
  • Like
Likes   Reactions: 1 person
Hi,

I re-did the whole thing yesterday (watched you tube maths help).

All figures came out as my originals plus I now have a tidy tree.

Used the long winded Bayes theorem too for iii/

Still got 0.75 so all cool.

I also dropped percentages altogether and kept everything as straight figures (no units) - as the textbook showed no units on their examples. Hope that was right thing to do? As you say, the figure must lay between 0 and 1.

Thanks.

Lloyd
 
Thank you for the help!
 
Last edited:

Similar threads

  • · Replies 8 ·
Replies
8
Views
4K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
2K
Replies
2
Views
5K
  • · Replies 1 ·
Replies
1
Views
6K
  • · Replies 79 ·
3
Replies
79
Views
7K
  • · Replies 4 ·
Replies
4
Views
8K
  • · Replies 4 ·
Replies
4
Views
1K