In: Math
When a survey asked subjects whether they would be willing to accept cuts in their standard of living to protect the environment, 354 of 1180 subjects said yes. a. Find the point estimate of the proportion of the population who would answer yes. b. Find the margin of error for a 95% confidence interval. c. Construct the 95% confidence interval for the population proportion. What do the numbers in this interval represent? d. State and check the assumptions needed for the interval in (c) to be valid.
a. Find the point estimate of the proportion of the population who would answer yes. ModifyingAbove p with caretequals (Round to five decimal places as needed.)
b. Find the margin of error for a 95% confidence interval. (Round to five decimal places as needed.)
c. Construct the 95% confidence interval for the population proportion. (Round to five decimal places as needed.)
Solution :
Given that,
n = 1180
x = 354
Point estimate = sample proportion =
= x / n = 354 / 1180=0.3
1 -
= 1 - 0.3=0.7
At 95% confidence level
= 1 - 95%
= 1 - 0.95 =0.05
/2
= 0.025
Z/2
= Z0.025 = 1.96
Margin of error = E = Z
/ 2 *
((
* (1 -
)) / n)
= 1.96 (((0.3*0.7)
/ 1180)
= 0.02615
A 95% confidence interval for population proportion p is ,
- E < p <
+ E
0.3 - 0.02615< p < 0.3 + 0.02615
0.27385< p < 0.32615
0.27385,0.32615