In: Statistics and Probability
The average price for new mobile homes is known to be distributed with a population standard deviation of 300. If a random sample of 36 homes resulted in a sample mean of 55,000, obtain a 90% confidence interval.
Solution :
Given that,
Point estimate = sample mean =
= 55000
Population standard deviation =
= 300
Sample size = n =36
At 90% confidence level
= 1 - 90%
= 1 - 0.90 =0.10
/2
= 0.05
Z/2
= Z0.05 = 1.645
Margin of error = E = Z/2
* (
/n)
= 1.645 * (300 / 36
)
= 82.2500
At 90% confidence interval estimate of the population mean
is,
- E <
<
+ E
55000 - 82.2500 <
< 55000+ 82.2500
57917.7500 <
< 55082.2500
( 57917.7500 , 55082.2500, )