In: Statistics and Probability
Monthly rental rate data were collected from a large random sample of apartments in Manhattan. The mean rate was $3156.50 per month. The distribution of sample means was normal with a standard error of $92.801. Construct a 95% confidence interval to estimate the mean rate in the population of all Manhattan apartments.
[2974.610, 3338.390]
[3003.855, 3309.145]
[3138.311, 3174.689]
[3151.681, 3158.319]
Solution :
Given that,
Point estimate = sample mean = = $3156.50
standard error SE=$92.801
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z / 2 = Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z
/ 2 *SE
=1.96 * 92.801
= 181.88996
At 95% confidence interval estimate of the population mean
is,
- E < < + E
3156.50 - 181.88996 <
<3156.50 + 181.88996
2974.610 <
< 3338.390
( 2974.610 , 3338.390 )