In: Statistics and Probability
Based on a Harris Interactive poll, 20% of adults believe in reincarnation. Assume that 6 adults are randomly selected.
Determine each probability to 4 decimal places.
A. Exactly 5 of the selected adults believe in reincarnation
B. At least 5 of the randomly selected adults believe in reincarnation
C. At most 5 of the randomly selected adults believe in reincarnation
Given that ,
p = 0.20
1 - p = 1 - 0.20= 0.80
(a)n =6
Using binomial probability formula ,
P(X = x) = (n C x) * px * (1 - p)n - x
P(X = 5) = (6 C 5) * (0.20)5 * (0.80)1
=0.0015
probability=0.0015
(b)Using binomial probability formula ,
P(X = x) = (n C x) * p x * (1 - p)n - x
P(X >5 ) = 1 - P( x <5)
= 1 - P(X = 0) - P(X = 1) - P(X = 2) - P(X = 3) - P(X = 4) - P(X = 5)
= 1 - (6 C 0) * (0.20)0 * (0.80)6 - (6 C 1) * (0.20)1 * (0.80)5 - (6 C 2) * (0.20)2 * (0.80)4 - (6 C 3) * (0.20)3 * (0.80)3 - (6 C 4) * (0.20)4 * (0.80)2 - (6 C 5) * (0.20)5 * (0.80)1
=0.0016
probability=0.0016
(c)P(X < 5) = P(X = 0) +P(X = 1) +P(X = 2) +P(X = 3) +P(X = 4) +P(X = 5)
=(6 C 0) * (0.20)0 * (0.80)6 + (6 C 1) * (0.20)1 * (0.80)5 + (6 C 2) * (0.20)2 * (0.80)4 + (6 C 3) * (0.20)3 * (0.80)3 + (6 C 4) * (0.20)4 * (0.80)2 + (6 C 5) * (0.20)5 * (0.80)1
Probability = 0.9999