In: Statistics and Probability
Information about a sample is given. Assume that the sampling distribution is symmetric and bell-shaped. "p-hat"= 0.34 and the standard error is 0.08.
a) Indicate the parameter being estimated.
b) Use the information to give a 95% confidence interval.
The 95% confidence interval is (blank) to (blank)
Solution:
a)
Population proportion i.e. p
b)
c = 95% = 0.95
= 1- c = 1- 0.95 = 0.05
/2 = 0.05 2 = 0.025 and 1- /2 = 0.975
Search the probability 0.975 in the Z table and see corresponding z value
= 1.96
Now , the margin of error is given by
E = * Standard Error = 1.96 * 0.08 = 0.1568
Now , = 0.34
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
(0.34 - 0.1568) < < (0.34 + 0.1568)
0.1832 < < 0.4968
The 95% confidence interval is 0.1832 to 0.4968