In: Statistics and Probability
A random sample of 200 customers who visited a local grocery spent an average of $97. You find a reputable source stating that the current population standard deviation of all such grocery bills in similar grocery stores is equal to $19. Using this information, find the 90% confidence interval for the population mean:
$95.28 to $98.72 |
||
$94.79 to $99.21 |
||
$94.37 to $99.63 |
||
$93.87 to $100.13 |
Solution :
Given that,
Point estimate = sample mean = = $97
Population standard deviation =
= $19
Sample size = n =200
At 90% confidence level the z is
= 1 - 90% = 1 - 0.90 = 0.1
/ 2 = 0.1 / 2 = 0.05
Z/2 = Z0.05 = 1.645 ( Using z table )
Margin of error = E = Z/2
* (
/n)
=1.645 * ( 19 / 200
)
= 2.2101
At 90% confidence interval estimate of the population mean
is,
- E <
<
+ E
97 - 2.2101 <
<97 + 2.2101
94.79 <
< 99.21
$94.79 to $99.21