In: Statistics and Probability
Studies show that massage therapy has a variety of health benefits. A sample of 48 typical one-hour massage therapy sessions showed an average charge of $72. The population standard deviation for a one-hour session is $5.46. Estimate with 94% confidence the average charge of all one-hour massage therapy sessions. (Round to 2 decimal places.) Complete the following sentence to provide an interpretation of the confidence interval in the context of the problem: We are 94% confident that the charge of one-hour massage therapy sessions is between and dollars.
We are 94% confident that the population mean a charge of all one-hour massage therapy sessions is between (blank) and (blank) dollars.
Solution :
Given that,
Point estimate = sample mean =
= 72
Population standard deviation =
= 5.46
Sample size = n = 48
Z/2
= 1.88
Margin of error = E = Z/2*
(
/
n)
= 1.88 * (5.46 /
48)
= 1.48
At 94% confidence interval estimate of the population mean is,
- E <
<
+ E
72 - 1.48 <
< 72 + 1.48
70.52 <
< 73.48
(70.52 , 73.48)
We are 94% confident that the charge of one-hour massage therapy sessions is between 70.52 and 73.48 dollars.
We are 94% confident that the population mean a charge of all one-hour massage therapy sessions
is between 70.52 and 73.48 dollars .