In: Statistics and Probability
An online used car company sells second-hand cars. For 40 randomly selected transactions, the mean price is 2800 dollars. Assuming a population standard deviation transaction prices of 140 dollars, obtain a 99% confidence interval for the mean price of all transactions. Please carry at least three decimal places in intermediate steps. Give your final answer to the nearest two decimal places.
Confidence interval: ( , ).
Solution =
Given,
= 2800
= 140
n = 40
Note that, Population standard deviation() is known..So we use z distribution. Our aim is to construct 99% confidence interval.
c = 0.99
= 1- c = 1- 0.99 = 0.01
/2 = 0.01 2 = 0.005 and 1- /2 = 0.995
Search the probability 0.995 in the Z table and see corresponding z value
= 2.576
The margin of error is given by
E = /2 * ( / n )
= 2.576 * (140 / 40 )
= 57.022
Now , confidence interval for mean() is given by:
( - E ) < < ( + E)
( 2800 - 57.022 ) < < ( 2800 + 57.022 )
2742.98 < < 2857.02
Required 99% confidence interval is ( 2742.98 , 2857.02 )