Studies show that massage therapy has a variety of health benefits and it is not too expensive. A sample of 11 typical one-hour massage therapy sessions showed an average charge of $61. The population standard deviation for a one-hour session is = $5.3 .
a. What assumptions about the population should we be willing to make if a margin of error is desired?
- Select your answer -The population has uniform distribution, The population is at least approximately normal is required, The population has exponential distribution, No assumptions should be made
b. Using 95% confidence, what is the margin of error (to 2 decimals)?
c. Using 99% confidence, what is the margin of error (to 2 decimals)?
Solution :
Given that,
= $61
= $5.3
n = 11
a) The population is at least approximately normal is required.
b) 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
Margin of error = E = Z/2* ( /n)
= 1.96 * ( 5.3 / 11)
Margin of error = 3.13
c)
At 99% confidence level the z is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
Z/2 = Z0.005 = 2.576
Margin of error = E = Z/2* ( /n)
= 2.576 * (5.3 / 11)
Margin of error = 4.12
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