In: Statistics and Probability
2.(3 pts) Among 8 PS4s, four are good and four have defects. Unaware of this, a customerbuys 5 PS4s
a.What is the probability of exactly 2 defective PS4s among them?
b.Given that at least 2 purchased PS4s are defective, what is the probability that exactly 2 are defective?
G : Good : non-defective
B : Defective (Bad)
Number of Defective PS4s = 4
Number of Good (non-defective ) PS4s = 4
Number of PS4s customer buys = 5
a.
Probability of exactly 2 defective PS4s among them = P(2B3G)
= Number of ways of selecting 2 defective PS4s from 4 defective PS4s x Number of ways of selecting 3 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
Number of ways of selecting 2 defective PS4s from 4 defective PS4s = = 6
Number of ways of selecting 3 good PS4s from 4 good PS4s = =4
Number of ways of selecting 5 PS4s from 8 PS4s = =56
Probability of exactly 2 defective PS4s among them = P(2B3G)
= Number of ways of selecting 2 defective PS4s from 4 defective PS4s x Number of ways of selecting 3 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
= (6x4)/56 = 24/56 = 3/7 = 0.428571429
Probability of exactly 2 defective PS4s among them = 3/7 = 0.428571429
b.
Given that at least 2 purchased PS4s are defective, probability that exactly 2 are defective
X : Event of at least 2 purchased PS4s are defective
A : Event of exactly 2 are defective
Given that at least 2 purchased PS4s are defective, probability that exactly 2 are defective = P(A|X)
By Multiplication theorem of probability
P(X and A) = P(X) P(A|X)
X and A : i.e Event of at least 2 purchased PS4s are defective and Event of exactly 2 are defective;
If exactly 2 are defective then at least 2 purchased will always be defective : therefore A is subset of X
X and A = A
P(A) = P(X) P(A|X)
P(A|X) = P(A)/P(X)
From (a) P(A) = 3/7
X : Event of at least 2 purchased PS4s are defective can happen if :
2B3G : 2 Defective 3 Good : From a . P(2B3G) = 3/7
3B2G : 3 defective 2 Good :
P(3B2G) =
Number of ways of selecting 3 defective PS4s from 4 defective PS4s x Number of ways of selecting 2 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
Number of ways of selecting 3 defective PS4s from 4 defective PS4s = = 4
Number of ways of selecting 2 good PS4s from 4 good PS4s = =6
Number of ways of selecting 5 PS4s from 8 PS4s = =56
P(3B2G) =
Number of ways of selecting 3 defective PS4s from 4 defective PS4s x Number of ways of selecting 2 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
= (4x6)/56 = 3/7
4B1G : 4 defective 1 Good :
P(4B1G) =
Number of ways of selecting 4 defective PS4s from 4 defective PS4s x Number of ways of selecting 1 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
Number of ways of selecting 3 defective PS4s from 4 defective PS4s = = 1
Number of ways of selecting 2 good PS4s from 4 good PS4s = =4
Number of ways of selecting 5 PS4s from 8 PS4s = =56
P(4B1G) =
Number of ways of selecting 4 defective PS4s from 4 defective PS4s x Number of ways of selecting 1 good PS4s from 4 good PS4s / Number of ways of selecting 5 PS4s from 8 PS4s
= (1x4)/56 = 4/56 = 1/14
P(X) = P(2B3G) + P(3B2G)+P(4B1G) = 3/7+3/7+1/14 = 13/14
Given that at least 2 purchased PS4s are defective, probability that exactly 2 are defective = 6/13 = 0.461538462