In: Statistics and Probability
53% of U.s adults have very little confidence in
newspapers, you randomly select 10 U.s adults who have very little
confidence in newspapers is (a) five, (b) at least six and (c) less
than four
a) p(5)=
Solution:
Given,
p = 53% = 0.53
1 - p = 1 - 0.53= 0.47
n = 10
X follows the Binomial(10 , 0.53)
Using binomial probability formula ,
P(X = x) = (n C x) * px * (1 - p)n - x ; x = 0 ,1 , 2 , ....., n
a)
P(X = 5) = (10C 5) * 0.535 * (0.47)10 - 5
= 0.24169584164
P(X = 5) = 0.24169584164
b)
P(At least 6)
= P(X 6)
= P(X = 6) + P(X = 7) + P(X = 8) + P(X = 9) + P(X = 10)
= (10C 6) * 0.536* (0.47)10 - 6 + (10C 7) * 0.537 * (0.47)10 - 7 + (10C 8) * 0.538 * (0.47)10 - 8 + (10C 9) * 0.539 * (0.47)10 - 9 + (10C 10) * 0.5310 * (0.47)10 - 10
= 0.22712552494 + 0.14635444161 + 0.06188924525 + 0.01550888888 + 0.0017488747
= 0.45262697538
P(At least 6) = 0.45262697538
c)
P(Less than 4)
= P(X < 4)
= P(X = 0) + P(X = 1) + P(X = 2) + P(X = 3)
= (10C 0) * 0.5360* (0.47)10 - 0 + (10C 1) * 0.531 * (0.47)10 - 1 + (10C 2) * 0.532 * (0.47)10 - 2 + (10C 3) * 0.533* (0.47)10 - 3
= 0.00052599132 + 0.00593139151 + 0.0300986569 + 0.09050943637
= 0.1270654761
P(Less than 4) = 0.1270654761