In: Statistics and Probability
Use a normal approximation to find the probability of the indicated number of voters. In this case, assume that 170 eligible voters aged 18-24 are randomly selected. Suppose a previous study showed that among eligible voters aged 18-24, 22% of them voted. Probability that fewer than 43 voted.
The probability that fewer than 43 of 170 eligible voters voted is
Solution:
Given that,
P = 0.22
1 - P = 0.78
n = 170
Here, BIN ( n , P ) that is , BIN (170 , 0.22)
then,
n*p = 170*0.22 = 37.4 > 5
n(1- P) = 170*0.78 = 132.6 >5
According to normal approximation binomial,
X Normal
Mean = = n*P = 37.4
Standard deviation = =n*p*(1-p) = 170*0.22*0.78 = 28.172
We using countinuity correction factor
P(X < a ) = P(X < a - 0.5)
P(x < 42.5) = P((x - ) / < (42.5 - 37.4) / 28.172)
= P(z < 0.961)
= 0.8317
The probability that fewer than 43 of 170 eligible voters voted is 0.8317