Probability of Exactly 4 Defective Relays from 5 Random Select

  • Thread starter Thread starter pluto31
  • Start date Start date
  • Tags Tags
    Probability
Click For Summary
SUMMARY

The discussion centers on calculating the probability of selecting exactly 4 defective relays from a stockpile of 40 relays, of which 8 are defective, given that more than 2 defective relays are known to be present in a sample of 5. The initial attempt at a solution incorrectly applied basic probability without considering the conditional nature of the problem. The correct approach involves calculating conditional probabilities, specifically using the binomial distribution to find the probabilities of 0 to 5 defective relays in the sample.

PREREQUISITES
  • Understanding of conditional probability
  • Familiarity with binomial distribution
  • Basic knowledge of combinatorial calculations
  • Ability to compute probabilities using the formula P(D=k) = C(n, k) * p^k * (1-p)^(n-k)
NEXT STEPS
  • Study the concept of conditional probability in depth
  • Learn how to apply the binomial distribution to real-world problems
  • Practice calculating combinations using the formula C(n, k)
  • Explore examples of probability problems involving defective items and sampling
USEFUL FOR

Students studying probability theory, statisticians, and anyone involved in quality control or reliability engineering who needs to understand the implications of conditional probabilities in sampling scenarios.

pluto31
Messages
1
Reaction score
0
1. Homework Statement [

A stockpile of 40 relays contain 8 defective relays. If 5 relays are selected random, and the number of defective relays is known to be greater than 2, what is the probability that exactly four relays are defective?


Homework Equations



Calculus of probability

The Attempt at a Solution



I've been try to find the solution but I got confused. Can you guys help me?

This is my solution :

the probability from defective relays is : 8/40, the probability from 5 random is : 5/40 and the probability of 4 defective from 5 random select is : 4/5.
so my solution is ((5/40)/(8/40))x(4/5) = 25/32 =0.7815

is this right or my solution is wrong ... thanks
 
Physics news on Phys.org
Hi pluto31! Welcome to physics forums! :smile:

Your solution is wrong. The question has already told you that the number of defective relays is known to be more than 2. Apply this condition to your solution, too :wink:
 
pluto31 said:
1. Homework Statement [

A stockpile of 40 relays contain 8 defective relays. If 5 relays are selected random, and the number of defective relays is known to be greater than 2, what is the probability that exactly four relays are defective?


Homework Equations



Calculus of probability

The Attempt at a Solution



I've been try to find the solution but I got confused. Can you guys help me?

This is my solution :

the probability from defective relays is : 8/40, the probability from 5 random is : 5/40 and the probability of 4 defective from 5 random select is : 4/5.
so my solution is ((5/40)/(8/40))x(4/5) = 25/32 =0.7815

is this right or my solution is wrong ... thanks


Do you understand that this is a conditional probability problem? Suppose D = number of defects in 5 chosen relays. For now, suppose you are able to compute the 6 probabilities p_0 = P(D=0), \; p_1 = P(D=1), \ldots, p_5 = P(D=5). Can you express the solution to the problem in terms of these p_i?

Now you have the problem of computing the p_i for the relevant values of i. Can you see how to do that?

RGV
 

Similar threads

  • · Replies 7 ·
Replies
7
Views
5K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 6 ·
Replies
6
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
1
Views
2K
Replies
3
Views
3K
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
Replies
10
Views
3K
Replies
4
Views
3K