In: Statistics and Probability
An economist wants to estimate the mean per capita income (in thousands of dollars) for a major city in California. Suppose that the mean income is found to be $22.4 for a random sample of 2128 people. Assume the population standard deviation is known to be $9.3. Construct the 98% confidence interval for the mean per capita income in thousands of dollars. Round your answers to one decimal place.
Solution :
Given that,
Point estimate = sample mean = =
=22.4
Population standard deviation =
= 9.3
Sample size = n =2128
At 98% confidence level the z is ,
= 1 - 98% = 1 - 0.98 = 0.02
/ 2 = 0.02/ 2 = 0.01
Z/2 = Z0.01 = 2.326 ( Using z table )
Margin of error = E = Z/2
* (
/n)
= 2.326 * ( 9.3 / 2128
)
= 0.5
At 98% confidence interval estimate of the population mean
is,
- E < < + E
22.4- 0.5 < < 22.4+ 0.5
(21.9, 22.9)