In: Statistics and Probability
A poll is taken in which 324 out of 550 randomly selected voters
indicated their preference for a certain candidate.
(a) Find a 99% confidence interval for ?.
≤?≤
(b) Find the margin of error for this 99% confidence interval for
?.
(c) Without doing any calculations, indicate whether the margin of
error is larger or smaller or the same for an 80% confidence
interval.
A. smaller
B. larger
C. same
Solution :
Given that,
n = 550
x = 324
Point estimate = sample proportion = = x / n = 324/550=0.589
1 - = 1- 0.589 =0.411
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576 ( Using z table )
Margin of error = E = Z / 2 * (((( * (1 - )) / n)
= 2.576* (((0.589*0.411) / 550)
= 0.0540
A 99% confidence interval for population proportion p is ,
- E ≤?≤ + E
0.589-0.0540 ≤?≤ 0.589+0.0540
0.5350≤?≤ 0.6430
The 99% confidence interval for the population proportion p is : 0.5350≤?≤< 0.6430