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

Click For Summary
SUMMARY

The discussion centers on calculating the probability of selecting a defective component from two companies, A and B. Company A contributes 60% of the total purchase with a 2% defect rate, while Company B contributes 40% with a 1% defect rate. The probability that a randomly selected component is defective is calculated to be 1.6%, with a 75% chance that a defective component originated from Company A. The use of a tree diagram is suggested for visual representation of the outcomes.

PREREQUISITES
  • Understanding of basic probability concepts
  • Familiarity with tree diagrams for probability
  • Knowledge of Bayes' theorem
  • Ability to perform calculations involving percentages
NEXT STEPS
  • Learn how to construct and interpret probability tree diagrams
  • Study Bayes' theorem in detail for conditional probability calculations
  • Explore advanced probability concepts such as joint and marginal probabilities
  • Practice probability problems involving multiple events and outcomes
USEFUL FOR

Students studying probability theory, educators teaching statistics, and professionals in quality control and risk assessment who need to understand defect probabilities in manufacturing processes.

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: 1,606
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
3K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 2 ·
Replies
2
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
2
Views
2K
Replies
2
Views
4K
  • · 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