In: Statistics and Probability
- Assume that when adults with smartphones are randomly selected, 65% use them in meetings or classes. If 5 adult smartphone users are randomly selected, find the probability that exactly 3 of them use their smartphones in meetings or classes.
- Assume that when adults with smartphones are randomly selected, 41% use them in meetings or classes. If 20 adult smartphone users are randomly selected, find the probability that exactly 13 of them use their smartphones in meetings or classes.
- Assume that when adults with smartphones are randomly selected, 48% use them in meetings or classes. If 6 adult smartphone users are randomly selected, find the probability that at least 2 of them use their smartphones in meetings or classes.
- Assume that when adults with smartphones are randomly selected, 49% use them in meetings or classes. If 12 adult smartphone users are randomly selected, find the probability that fewer than 4 of them use their smartphones in meetings or classes.
Solution:
X follows Binomial(n , p) , then the PMF of X is
P(X = x) = (n C x) * px * (1 - p)n - x ; x = 0 ,1 , 2 , ....., n
1)
p = 65% = 0.65
n = 5
So ,
P(Exactly 3)
= P(X = 3)
= (5 C 3) * 0.653 * (1 - 0.65)5 - 3
= (5 C 3) * 0.653 * (0.35)2
= 0.336415625
P(Exactly 3) = 0.336415625
2)
p = 41% = 0.41
n = 20
So ,
P(Exactly 13)
= P(X = 13)
= (20 C 13) * 0.4113 * (1 - 0.41)20 - 13
= 0.01784711339
P(Exactly 13) = 0.01784711339
3)
p = 48% = 0.48
n = 6
P(At least 2)
= P(X 2)
= 1 - { P(X < 2) }
= 1 - { P(X = 0) + P(X = 1) }
= 1 - { (6 C 0) * 0.480 * (1 - 0.48)6 - 0 + (6 C 1) * 0.481 * (1 - 0.48)6 - 1 }
= 1 - { 0.01977060966 + 0.10949876122 }
= 0.87073062912
P(At least 2) = 0.87073062912
4)
p = 49% = 0.49
n = 12
P(fewer than 4)
= P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)
= (12 C 0) * 0.490 * (1 - 0.49)12 - 0 + (12 C 1) * 0.491 * (1 - 0.49)12 -1 + (12 C 2) * 0.492 * (1 -0.49)12 - 2+ (12 C 3) * 0.493 * (1 - 0.49)12 - 3
= 0.00030962934 + 0.00356984421 + 0.01886417673 + 0.06041468366
= 0.08315833394
P(fewer than 4) = 0.08315833394