In: Statistics and Probability
Use the normal distribution to find a confidence interval for a
proportion p given the relevant sample results. Give the
best point estimate for p, the margin of error, and the
confidence interval. Assume the results come from a random
sample.
A 99% confidence interval for p given that p^=0.7 (this is
p hat) and n=110.
Round your answer for the point estimate to two decimal places, and
your answers for the margin of error and the confidence interval to
three decimal places.
Solution :
Given that,
n = 110
Point Estimate () = 0.70
1 - = 1 - 0.70 = 0.30
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
Margin of error = E = Z / 2 * [ * (1 - ) / n]
= 2.576 * [(0.70 * 0.30) / 110]
E = 0.113
A 99% confidence interval for population proportion p is ,
- E < P < + E
0.70 - 0.113 < p < 0.70 + 0.113
0.587 < p < 0.813
(0.587, 0.813)